#SAS and Cloud Integration
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greatonlinetrainingsposts · 4 months ago
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SAS and Cloud Integration: How to Maximize Efficiency with Data Analytics in the Cloud
The growing importance of cloud computing in modern business operations has led many organizations to turn to cloud-based analytics tools. Among these tools, SAS has established itself as a trusted leader in data analytics and business intelligence. By integrating with major cloud platforms such as AWS, Google Cloud, and Microsoft Azure, SAS enables businesses to unlock the true potential of their data, providing greater scalability, flexibility, and efficiency in their operations. In this article, we explore how SAS cloud integration can enhance data analytics, streamline workflows, and help businesses make data-driven decisions faster and more effectively.
Why SAS and Cloud Integration?
Cloud integration with SAS offers several benefits that traditional on-premise analytics systems cannot match. Here’s how integrating SAS with the cloud maximizes efficiency:
Scalability: Cloud platforms allow businesses to scale their computing resources up or down based on their analytics needs. This means that businesses no longer need to worry about purchasing expensive hardware or dealing with capacity constraints. Instead, SAS analytics can leverage the cloud’s dynamic scalability to process vast amounts of data efficiently.
Cost Savings: Cloud-based SAS solutions offer flexible pricing models, helping businesses optimize their spending. Instead of investing in costly infrastructure, businesses pay only for the resources they use. SAS online training can equip organizations with the knowledge of these cost-effective models to ensure maximum ROI.
Accessibility: By using cloud platforms, organizations can access SAS data and analytics tools from anywhere, whether from the office or remote locations. This flexibility promotes collaboration among teams, ensuring that data-driven insights are always available.
Real-Time Analytics: Cloud integration enables faster data processing, resulting in more immediate insights. This is particularly important for industries like healthcare, retail, and finance, where real-time decision-making can have a significant impact on business outcomes.
How SAS and Cloud Work Together
Integrating SAS with cloud technologies allows businesses to streamline their analytics workflow, make data storage more efficient, and enable automated reporting. Here’s how SAS works seamlessly with the cloud:
SAS Viya and Cloud Integration: SAS Viya is a cloud-enabled analytics platform that leverages SAS’s cloud capabilities. It’s designed to run on cloud platforms like AWS and Microsoft Azure, allowing businesses to tap into big data analytics, machine learning, and AI tools without needing large on-premise infrastructure.
Data Storage and Management: With cloud storage services, businesses can store large datasets efficiently and access them anytime. SAS analytics tools can be used to perform data cleansing, integration, and advanced analysis on this stored data.
Cloud-Specific Analytics: Cloud platforms offer advanced services like AI-powered analytics and data lakes that work seamlessly with SAS programming tutorials to provide predictive insights and enhance decision-making.
Benefits of Cloud Integration for SAS Users
Optimized Resource Allocation: Cloud-based tools help businesses allocate their resources optimally. SAS programming tutorial for beginners can guide users on how to manage and allocate cloud computing resources to improve efficiency in data processing.
Faster Time-to-Insight: With the power of the cloud, data can be analyzed much more quickly, allowing businesses to derive insights in real-time. SAS online training can teach users how to utilize cloud-based SAS tools to reduce analysis time and deliver faster insights.
Collaborative Analytics: Cloud platforms enable data scientists, analysts, and other business stakeholders to collaborate in real-time. This helps in faster decision-making and ensures that the organization benefits from collective insights.
Security: Leading cloud providers offer robust security protocols, including data encryption and multi-factor authentication. Integrating SAS with these secure cloud platforms ensures that sensitive business data remains protected while still being readily accessible.
Real-World Use Cases
Retail: In retail, cloud-based SAS analytics can help businesses understand customer buying patterns and optimize their inventory management. Integrating SAS programming tutorials into cloud platforms allows retailers to perform real-time analytics on sales data.
Healthcare: In healthcare, SAS cloud solutions enable better patient data management and predictive analysis. Cloud platforms facilitate the real-time processing of healthcare data, which is vital for predictive modeling and patient care management.
Finance: SAS cloud integration in finance helps businesses assess risks, monitor fraudulent transactions, and make better investment decisions. By using SAS tutorials online, financial professionals can enhance their understanding of these cloud-based tools and improve their analytic capabilities.
Conclusion
Integrating SAS with cloud platforms is a game-changer for organizations looking to leverage their data for business growth. The scalability, flexibility, and cost efficiency provided by the cloud make it easier to scale analytics operations and achieve faster decision-making. As SAS programming tutorials and SAS online training continue to evolve, businesses can equip their teams with the necessary skills to maximize the value of cloud analytics.
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thesilliestrovingalive · 5 months ago
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Updated: May 7, 2025
Reworked Character #19: Tyra Elson
POTENTIAL TRIGGER WARNING: Viewer discretion is advised due to references to death, sexual exploitation, SA, pedophilia, self-harm, and torture.
Real name: Tyra Rhoxane Elson
Nickname: Tyler
Occupation: Warrant Officer of Division 6, cadet for the P.F. Squad (formerly), and guerrilla for the Ptolemaic Army (formerly)
Retirement plans: To become a cosmetologist and open up a dog shelter
Special skills: Foraging for food and edible plants in the wilderness, expertise in all military weaponry and stalking, makeup artistry, survivalism, and breakdancing
Hobbies: Hairstyling, cloud watching, taking care of her dog, experimenting with new cosmetic and nail art techniques on her friends, and listening to music and sketching random kawaii animal doodles with Walter and Dilovar
Likes: Wearing her favourite knee-length pleated skirt of pastel pink, seafoam green, and golden yellow flannel fabric, adorable dogs, fighting against evil, her putty and plushie collection, and Walter
Dislikes: Cowardice, the Ptolemaic Army, feeling dirty and used, witnessing homes being destroyed, and having her Buck 110 Folding Hunter Knife and/or her two treasured plushies forcibly taken away
Favourite food: Chicken and waffles
Favourite drink: Zobo and mango boba tea
Sexuality: Demiromantic heterosexual
Gender: Transmaculine female
Age: 12 (in 2022), 18 (in 2028), 20 (in 2030), 22 (in 2032), 24 (in 2034), 31 (in 2041), 33 (in 2043), 34 (in 2044), and 37 (in 2047)
Blood type: O+
Weight: 104 lbs. (47 kg)
Design: She’s a 5’ 5” (165.1 cm) American ectomorph of Afro-Caribbean descent with a well-toned musculature, a spoon-shaped body, hips slightly wider than her full bust, broad shoulders, and curvy legs. She has semi-full lips, light caramel skin, cocoa eyes, acrofacial milky-white vitiligo, and the same hairstyle as Tyra Elson from Metal Slug Advance, but with light mahogany brown hair. She wears a cut crease of rose ebony eyeshadow with dusty pink blended in the centre, complemented by luxe-style Mountbatten pink eyeliner, bronzy blush, brownish-black mascara, and mulberry lipstick. Her fingernails are painted in an alternating pattern of blue-violet and dark magenta.
Her right eye has a vaguely X-shaped scar and has been replaced with a glass one, which is a lighter shade of cocoa brown. Her left leg is a cutting-edge prosthetic that extends up to her knee and is designed similarly to Tarma's. However, it features sleek, aerodynamic plates and AI-driven neurosync technology, allowing for seamless integration and real-time synchronisation with her neural signals.
She bears several scars, including: nineteen cigarette burns on the back of her neck; a slash mark extending from the centre of the left side of her neck to her collarbone; a jagged scar running along the top of her right breast and ending at her epigastric region; a gnarled gash scar on the back of her right deltoid; cut marks on the back of her forearms; multiple whip marks covering her front torso; and fairly severe burns on the back of her lower half. Her central back tattoo depicts the decapitated head of a snarling, pallid Medusa with glowing red eyes, black sclera, boar-like tusks, and folded golden wings. Her hair is comprised of thirteen Caspian whipsnakes, and light purple blood pours from the neck, cascading down like a waterfall.
Her military gear consists of a metal dog tag necklace with her name, claret leather wristbands, a tropical indigo belt with an integrated loop to secure her sheathed hatchet, a holder for her tonfa, and a holster for her handgun. She sports a puce vest with four pockets, its original P.F. Squad logo on the back having been replaced by the Division 6 insignia. She wears a flaxen tank top underneath a short-sleeved Persian orange crop top. The crop top features an unfinished, crumbling terracotta pyramid topped with the forward-facing head of an azure-eyed male springbok. She wears dark green, greyish-brown, and charcoal camouflage army cargo pants, which are tucked into the same boots worn by Tyra Elson in Metal Slug Advance.
She has a claret waist pack secured to the back of her belt, which carries nail polish, lipstick, eyeliner, mascara, an eyeshadow palette, three eye brushes, and her mother’s Buck 110 Folding Hunter Knife. The pockets of Tyra’s vest carry around a red jewel with a deep brilliance (a gift from Walter), a shimmering maroon stick of winter fruit punch lip chap, mango-scented perfume, a container of Fairy Sprinkles putty, and a circular amaranth pink blush compact with a built-in mirror. It also carries around a notepad and a black pen, which she uses to jot down key learnings, important details, and potential points to remember for later.
Over her crop top, she dons a Soldier Plate Carrier System (SPCS) with a MultiCam pattern, which carries around her walkie-talkie and ammo for other firearms. Her forearms are wrapped in worn gauze bandages, and she wears two dark grey bandoliers: one draped over her left shoulder holds nail bombs, while a second wraps around her waist above her belt, holding .357 Magnum ammunition for her Colt Python. She carries a tropical indigo load-bearing backpack that contains camping equipment, fire bombs, portable ammo boxes, a canteen full of water, a DOLL bodysuit, and a Super Grenade. Her backpack even carries a cellphone with a pearly pink case and four containers of putty: Super Lava, Aurora Sky, Coral Reef, and Gelt.
It also carries two childhood plushies: Gloucester and Cecropia. Gloucester is a smiling cow plushie featuring orangish-brown blotches and a raspberry red bowtie with silver edging. The medium-sized plushie's once-white fur has faded to a worn ivory, and its left black button eye is missing, having been torn out. Cecropia is a 3 ft (91.44 cm) serpentine monster plushie adorned with Greta oto wings, shaggy mauve fur, magic mint tiger stripes along its back, and an adorable baby blue puss moth caterpillar-like face. Its features include two small, pointed silver horns, crimson fangs, and black-rimmed dandelion eyes. A visible dark blue stitch runs from the upper left side of its face to just below the right eye, suggesting that it may have been ripped or cut open at some point.
She wears a black scalloped lace choker featuring a Persian orange band lined with silver spikes. Tyra wears a personalised friendship bracelet featuring Dilovar's name in letter beads, accompanied by alternating rose gold, parrot green, and butterscotch beads.
Character summary: She comes across as reserved and apathetic to those who don't know her with a stoic facial expression and a tendency to speak bluntly to those she doesn't trust. It's her way of intimidating those she prefers to distance herself from, while also showcasing her strength and capability as a strong, independent woman. However, she’s a deeply compassionate, friendly, and supportive person with exceptional emotional intelligence skills. Tyra genuinely cares about those close to her, particularly her English bulldog, Angelica, and harbours a deep-seated fear of losing them suddenly. She'll fiercely defend Angelica against any insults, as she loves her dearly and treasures their time together. She believes Angelica is super friendly and harmless, despite being vaguely aware that she occasionally bites people's ankles or fingers without provocation.
She prefers to be called Tyler because it makes her feel more masculine and confident in herself. While she's okay with being called Tyra, she dislikes it when people use that name in a confrontational or angry tone. Tyra is fairly intelligent, thanks to her insatiable thirst for knowledge, her passion for self-directed learning, and her ability to draw valuable lessons from past mistakes. She’s naturally curious about the world around her and isn’t afraid to explore her surroundings, even if it means taking calculated risks. She has excellent parenting skills and is great with children, making sure they feel happy and safe. However, she struggles with self-doubt about her ability to be a good mother due to a past experience where she abandoned her children.
Despite her curiosity, she's very cautious and attentive, staying vigilant around new people and in unfamiliar territory. She has a bit of a dry sense of humour, often blending it with either macabre or lighthearted themes. She exudes humble confidence, but occasionally showcases her survival skills and bravery with a hint of arrogance. Tyra is known to playfully tease and engage in friendly competitions with rivals and friends to prove who has superior fighting and survival capabilities.
She has a short temper when faced with disrespect, careless behaviour, and a lack of accountability, which often causes her to react impulsively and say things she usually later regrets. However, there are also times when she chooses to ignore such behaviour and remain silent. She has a strong desire to fight against evil, showing no fear in standing up for what's right and confronting injustices. She’s disgusted by sexual violence, racism, sexism, perverted behaviours, the slaughter of innocent people, and the exploitation and manipulation of vulnerable individuals. Tyra takes immense pride in her fearlessness and has a strong aversion to cowardice, seeing it as a failure to stand up for oneself and others. When she does feel afraid and retreats from a fight or situation due to feeling overwhelmed, she's consumed by shame and regret. In these moments, she doubts whether she's truly as brave as she and others perceive her to be.
She has a profound love for plushies, especially animal and monster designs, which offer her genuine comfort. Gloucester and Cecropia are her most cherished plushies, serving as a source of emotional support during her darkest moments and a reminder of home. Tyra has uncanny expertise with various weaponry, which she's reluctant to acknowledge, and a habit of stalking her prey like a cold-hearted assassin. She's a sassy, hard-working, nature-loving, and introverted leader who believes in environmental stewardship and exhibits a merciless and belligerent demeanour towards her adversaries. She's known to mark her face, neck, and arms with the blood of her defeated foes and to rip off the flesh of their abdomen before spitting it out, as a way to assert her dominance and feel empowered.
She lives with PTSD, mild generalised anxiety disorder, and major depressive disorder. Although she has binge-eating disorder, she has made significant progress in developing a healthier relationship with food. She has been working on eating until she feels satisfied, stopping when full, and not letting setbacks discourage her. However, she still struggles with feelings of guilt after overeating and tends to severely restrict her food intake per day. She struggles with suicidal ideation, severe trust issues, and overwhelming guilt related to her abandoning her children, killing her youngest child, and not supporting the local town children in their fight against the Ptolemaic Army. She hates being victim-blamed for situations that were beyond her control and couldn't have been predicted, and feeling like she can't defend herself. She also hates being objectified and treated as a sex object, which makes her feel dirty, used, and stripped of her humanity.
She's a good friend of Trevor and Nadia, secretly admiring the latter, and the three of them often go shopping, eat out, and spend time at the beach together after a long mission. She often smokes a joint with Trevor and Marco, engaging in random conversations that come to mind and intently listening to the two discuss computers and technological software. She often clashes with Tarma due to his relaxed demeanour and sarcastic comments, as she believes he's not suited for military service, feeling that he doesn't take anything seriously. She views Guilherme as a father figure, finding his presence comforting and serene. She cherishes every moment they spend together and hopes that he'll have the opportunity to live a happier life after leaving the Rebel Army. Despite being part of the Regular Army, where many hold disdain for the Rebel Army, Guilherme's kindness and distrust of his own army have shown her that not every Rebel soldier is irredeemable and fiercely loyal to Morden's cause.
She's a close friend of Dilovar and finds him to be hilarious and bewildering, but also uncomfortably weird at times. She admires his independence, courage, and outgoing nature, and appreciates the gentle and respectful way he treats her. She's surprised by his affectionate nature towards her, but welcomes it because she values feeling loved and cherished by those close to her. However, she finds his secretive nature, overly optimistic attitude, abnormal killer instincts, and uncanny ability to connect with the South Pacific natives to be suspicious, but she can't quite put her finger on why.
Initially, she saw Walter as an aggressive, arrogant jerk who liked to one-up people and stir up trouble. However, she did appreciate his kindness towards women and his willingness to stand up for what's right, never backing down in fear. Despite her reservations, she admits that competing with him to see who had superior fighting and survival skills during their cadet years was actually enjoyable. As they opened up and formed a platonic bond that blossomed into romance, she developed deep feelings for Walter, cherishing every moment with him, willing to support him unconditionally, and playfully reciprocating his flirtations. She finds his adoptive Martian son, Pocke, to be absolutely adorable, describing him as a "precious, silly lil' guy". Although Pocke treats her like his mother, she's hesitant to fully accept that role but does her best to show him motherly affection and care.
She adores how affectionate Walter is with her and delights in being showered with praise, compliments about her appearance, hugs, and sloppy kisses, which she always reciprocates. However, she finds his overprotectiveness and occasional denseness to be frustrating at times. She isn't afraid to step in immediately when he's about to say or do something foolish, encouraging him to be cautious of his actions. She sometimes gets into heated arguments with him over his thoughtless actions and angrily reprimands him. However, she always apologises afterwards, especially if she realises she has unintentionally hurt his feelings.
She rejects the idea of absolute truths in ethics and moral norms, believing that values differ from person to person. This subjective nature of morality often leads to internal and external conflicts such as existential crises and heated debates. Nevertheless, she thinks people have the capacity to make rational moral decisions, which should be respected to promote human freedom, unless they cause harm. She believes that war is a means for nations to shape a desirable future, but this comes at the cost of enslaving people to support war efforts and disregarding the well-being and basic needs of civilians and soldiers. In addition, she doesn't believe in a cyclical life, thinking that it's only a linear progression from birth to death. She believes the deities are too cruel to allow reincarnation for all, and only grant it to those they consider to be their favourites.
Backstory: Tyra Rhoxane Elson was born on November 11, 2010 in Alaska, United States. She lived in a rural village nestled in a remote north-east mountain recess with her parents, three older sisters (Nichelle, Shanae, and Kaliyah), two older brothers (Jalen and Kyrie), and grandfather. The village was surrounded by ample farmland for crops and livestock, a dense boreal forest, and a freshwater stream. The community was tight-knit, emphasising mutual support, conflict resolution, collaborative parenting, and environmental sustainability. Her family owned a field of summer squash and artichokes, a chicken coop, and a barn filled with cattle and pigs.
Her father, an Afro-Caribbean pirate turned farmer, abandoned his seafaring life to devote himself to his family and the land. Her mother, a white American huntress, helped build homes for the village. Her maternal grandfather, a retired livestock veterinarian, was a respected elder in the community. Tyra and her siblings helped on the farm and received their education from the village elders. Her father would share with Tyra and her siblings tales of his adventures at sea, recounting challenges like food scarcity and his personal struggles with an addiction to psychoactive substances.
She would often let Jalen adorn her hair with flowers he found in the dense forest. During the summer, she would sometimes have picnics with friends and family after a long day of work. She had many friends in the village and would often play games, make flower crowns, and explore the dense forest together. Despite her love for exploration, she was often afraid to venture into the dense forest, fearing she would get lost and separated from her family. However, her friends would playfully tease her for being a coward and encourage her to be brave. Their support and well-meaning teasing helped alleviate her fears, but occasional anxiety about getting lost still lingered.
On her 6th birthday, Kyrie gifted her Gloucester, a present that reflected her love of cows. By the time she was 9, Shanae gifted her Cecropia, and her parents allowed her to experiment with makeup after she expressed interest in it. When she turned 13, her mother gave Tyra a Buck 110 Folding Hunter Knife that had belonged to her great-great-grandfather, a renowned hunter and mountaineer in Alaska.
A month before her 13th birthday, disaster struck her village. A splinter cell of Ptolemaic guerrillas and special forces operatives, led by an unknown commander and a contingent of masked cultists, launched a surprise ambush on her village. Driven by desperation, they sought any available supplies and sacrifices for Ptolemaios' cult, hoping the Avatar of Evil would kindly overlook their shortcomings stemming from the Arms Deal Barrage. The guerrillas and special forces operatives slaughtered everyone, destroyed homes, and pillaged various supplies, including medicine, food, blankets, and toiletries. Her parents and grandfather did their best to ensure that Tyra and her siblings could escape safely, but it was too late. Ptolemaic soldiers ransacked and incinerated their house, mercilessly killing half of her family.
Tyra, Jalen, Nichelle, Kaliyah, and their friends were the only children in the village who survived the attack, escaping into the dense forest. They vowed to avenge their families and village, which had been destroyed by the Ptolemaic Army. Led by Nichelle, the group of children launched a bold attack on the Ptolemaics. However, they were vastly outnumbered and outmatched, and were ultimately captured and executed by the special forces operatives for their defiance. Their bodies were then desecrated by masked cultists, who harvested their organs for a ritual dedicated to the Avatar of Evil. Tyra was the only child to survive, having initially hesitated to join the fight. She stayed behind, clinging to Gloucester and Cecropia, and gripping her mother's Buck 110 Folding Hunter Knife tightly. After half an hour, her concern grew, and she decided to investigate the village, wondering what was taking the other children so long.
This proved to be her biggest mistake, as a group of ruthless guerrilla fighters caught her near the execution site of the children. They taunted and mocked her, cruelly rejoicing in her loss. They heartlessly told her that her family and friends had been disobedient and were chosen to be sacrificed to the Avatar of Evil. They called her a coward for not fighting back and made lewd remarks about her body, while inappropriately touching her. They even went so far as to confiscate her knife and two plushies, ripping out Gloucester's left eye and slashing Cecropia's face right in front of her. Instead of killing her, they decided to keep her alive for the purposes of breeding more soldiers and satisfying their own twisted desires. They tied her up with rope, threw her in the back of their armored jeep, and drove back to a Ptolemaic Army base in the forested mountainside, set many miles away from her village. Due to this incident, Tyra felt immense shame over what she perceived as cowardice and swore to never fear for her own life again.
For the next 3 years and 10 months, the Ptolemaics forced her to bear children and raise them, threatening brutal torture if she mistreated them. During this time, she gave birth to eight children: five boys and three girls. Her children included a set of twins (one boy and one girl) and a set of fraternal triplets. They exercised strict control over her actions, watching her closely to prevent escape, sudden attacks or defiance of orders. Whenever she stepped out of line, she was subjected to brutal whippings, knife cuts, degrading verbal abuse, and inhumane acts such as being urinated on and used as a human ashtray. As a result of the mistreatment and strict control she endured, she developed generalised anxiety disorder and suffered from traumatic flashbacks and depressive episodes. To cope, she would attempt to suppress her emotions through self-harm or immerse herself in parenting and binge-eating habits. Her hatred for the Ptolemaic Army intensified into a strong desire to combat evil and seek vengeance against those who had wronged her.
Near the end of her second year at the forested mountainside Ptolemaic Army base, the unknown commander decided to train her as a guerrilla fighter, seeing her as a potential asset in bolstering Colonel Hilde Garn’s infantry and achieving Ptolemaios' goals. They put her through rigorous training in guerrilla warfare, teaching her how to handle various weaponry, ranging from blades to heavy-duty guns. After completing her training, she was not permitted to undergo the same initiation ritual as Eri because she was still regarded as a sex slave. However, she was allowed to fight alongside the guerrilla fighters when necessary, although she was prohibited from doing so during the four months preceding her due date and for the first year after giving birth. She participated in raids on several villages and towns across Alaska, seizing supplies and helping to capture and violently execute fleeing villagers and townsfolk of all ages. The guerrilla fighters and special forces operatives kidnapped many surviving teenage girls, forcing them into the same position as Tyra.
A month after giving birth to her youngest child, the Regular Army launched a counteroffensive against the Ptolemaic Army's control over Alaska. During a raid on a base miles away from Tyra's wartorn village, a group of peacekeeping troops found her being brutally assaulted by the unknown commander. This violent attack occurred after she had strangled her infant child and attempted to escape with the personal items that had been confiscated from her. They neutralised the commander and took Tyra into their care after learning she had nowhere else to turn because the Ptolemaic Army had taken everything from her. However, Tyra kept secret the fact that she had other children, ashamed to acknowledge the children of her rapists as her own. Ultimately, the Regular Army succeeded in forcing the Ptolemaic Army to retreat from Alaska and saved all of the kidnapped teenage girls, bringing Tyra immense joy and relief.
She would be placed in the Regular Army's orphan program, which provided comprehensive support, including therapy, food, safe shelter in Ajirabia, and formal education. The program encouraged Tyra to explore new interests and passions, such as hairstyling and breakdancing. She was also given the freedom to discover the outside world through field trips with her peers in the orphan program. Feeling incredibly lonely, she decided to adopt a dog and chose a brown English bulldog, captivated by the puppy's red eyes. She named the dog Angelica, after a friend who tragically fell victim to the Ptolemaic Army. Since then, Tyra has treasured Angelica's companionship and discovered a newfound love for dogs. After discovering her forced involvement in the Ptolemaic Army raids of Alaska and her expertise in various weaponry through her therapy reports, the program offered Tyra a chance to join the Peregrine Falcons Squad. Seeing this as an opportunity to fulfill her dream of fighting against evil, she accepted the offer and joined the P.F. Squad at the age of 19.
After achieving the highest grade on the written tests given to new cadets, she enthusiastically participated in all the rigorous training courses available. She was placed in the "misfit batch" due to her weapon expertise, and she struggled to trust her fellow cadets, often treating them with aloof disdain. Dilovar was the first person she befriended, drawn to his genuine tenderness, quirky sense of humour, respect for her personal boundaries, and unwavering support for her hobbies and interests. She struggled to trust Walter at first, viewing him as an arrogant and aggressive guy with an overwhelming need to one-up everyone else. However, she was willing to engage in their rivalry, seeing it as an opportunity to prove her bravery and showcase her skills as a capable fighter. She eventually grew to like and trust Walter as a comrade and friend, especially when she realised he wasn't a terrible person and he genuinely admired her fearlessness, aspiring to match it.
Alongside Dilovar and Walter, she trained in melee combat under Ralf's instruction. She was both amazed and slightly intimidated by Dilovar's feral persona and Walter's imperfect clone abilities. Despite this, she thoroughly enjoyed the training course, which significantly enhanced her fighting capabilities, particularly in close-quarters combat. She even praised Ralf as a skilled teacher, wishing he had been her original drill instructor because she didn't trust the ones she initially had.
She didn’t hesitate to participate in the final training program, eager to put the foraging and survival skills she learned from her village elders to use. She was eager to utilise her five senses at her keen disposal while prudently passing on. Upon arriving on the South Pacific archipelago with her fellow cadets, she found it odd that no intel had been provided about the island's flora, fauna, and geography. However, her excitement to start the last step towards graduation overshadowed her concerns, and she teamed up with Walter and his friends. Once they found a nearby freshwater stream, she taught them how to construct makeshift shelters and build a campfire, skills she had picked up during her days as a guerrilla.
During a solo hunting expedition, she spotted campfire smoke from a distance and suspected it might be other P.F. Squad cadets. However, upon investigating the campsite, she quickly realised it belonged to cadets from the Rebel Army, a group she had learned about prior to her final training. Desperate to escape, she managed to kill a few of them but was swiftly shot down, dragged back to their camp, and tied to a tree. Tyra soon discovered that the Rebel Army cadets' experience and equipment far surpassed hers and her fellow cadets. The Rebel Army cadets psychologically tortured her throughout the afternoon and early evening, hoping to break her spirit and extract information about her fellow cadets' locations. However, she remained stoic, refusing to show weakness, and began to mercilessly insult them out of spite. Just as the Rebel Army cadets attempted to escalate their abuse, Walter arrived just in time to free her and aid her in defeating the Rebel Army cadets.
Realising that she and Walter were unable to fight the Rebel Army alone due to their limited equipment and weaponry, Tyra agreed to search for a radio tower while he held off the enemy. During her journey, she fought off Rebel Infantrymen and freed a small group of cadets, who aided in finding the radio tower, and Intelligence Agency hostages, who provided her with rations and weapons. While relieving herself, a group of fanatic land troops ambushed and sexually assaulted her. Luckily, Guilherme intervened, scaring them away by sniping a few down and warning them that he would report this incident to their superiors. The encounter triggered memories of her past trauma at the hands of the Ptolemaic Army, leaving her on the verge of a mental breakdown. However, Guilherme's comfort and support helped her cope, and his compassion and kindness gave her the strength to persevere. After talking with him for 30 minutes, Tyra began to regard him as a father figure before they departed to resume their duties.
With the help of a few cadets, she located Rumi, who had gathered crucial intel on Rebel Army positions but got lost in the jungle. After being briefed on the situation, Rumi led her to the radio tower, and they contacted the Joint Military Operations Headquarters for backup. They received word that Division 6 would arrive at the beach as soon as possible. She, Rumi, and the rescued cadets met up with Division 6 at the beach. Together, they devised a plan to approach the Rebel Army, utilizing Rumi's intel and rumors of unethical experiments on the island, which a few cadets had overheard from Rebel soldiers. The team then searched for Walter and found him hiding in a cave hideout, eating a couple of bananas he foraged during his time in the jungle. They discovered that he rescued a couple of hostages and repurposed the corpses of Rebel soldiers as potential decoys.
After the battle against The Keesi III, Logan ambushed Tyra's comrades and kidnapped her, bringing her to a vast dungeon used by the Rebel Army and the P’isqu Runakuna (“bird people” in Quechua). Tyra was merely a pawn to buy time for the activation and preparation of the Cabracan. She suffered brutal treatment, including being stabbed in her right eye. Logan attempted to further demoralise her through physical assault and aggressive interrogation, seeking information about Regular Army cadet training and other sensitive details she might be aware of. However, she remained defiant, refusing to speak and dismissing his questions with crude insults and sarcasm. Fortunately, after Logan departed to rejoin the battle, Rumi and Allen Jr. discovered Tyra's location and rescued her from captivity.
After destroying the Cabracan, the base initiated its self-destruct sequence. Although everyone managed to escape, Tyra became trapped under debris, which crushed her left leg and severely burned her lower half. Fortunately, Walter, Dilovar, Allen Jr., and Nayutaro came to her aid, and Rumi provided medical attention. Following the Survival Island Occupation, Tyra graduated with top honours alongside Walter and Dilovar. After undergoing a left leg amputation and receiving a cybernetic prosthetic from Tarma, she joined Division 6, having accepted Hyakutaro's invitation, and rose to the rank of Warrant Officer. At the Joint Military Operations Headquarters' medical facility, she met Nadia, and was impressed by her ability to treat cadets who were transformed into mantis and simian monsters. This sparked her admiration for Nadia's bubbly personality and willingness to tackle complex, science-related problems.
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allaboutkeyingo · 4 months ago
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SQL Server 2022 Edition and License instructions
SQL Server 2022 Editions:
• Enterprise Edition is ideal for applications requiring mission critical in-memory performance, security, and high availability
• Standard Edition delivers fully featured database capabilities for mid-tier applications and data marts
SQL Server 2022 is also available in free Developer and Express editions. Web Edition is offered in the Services Provider License Agreement (SPLA) program only.
And the Online Store Keyingo Provides the SQL Server 2017/2019/2022 Standard Edition.
SQL Server 2022 licensing models 
SQL Server 2022 offers customers a variety of licensing options aligned with how customers typically purchase specific workloads. There are two main licensing models that apply to SQL Server:  PER CORE: Gives customers a more precise measure of computing power and a more consistent licensing metric, regardless of whether solutions are deployed on physical servers on-premises, or in virtual or cloud environments. 
• Core based licensing is appropriate when customers are unable to count users/devices, have Internet/Extranet workloads or systems that integrate with external facing workloads.
• Under the Per Core model, customers license either by physical server (based on the full physical core count) or by virtual machine (based on virtual cores allocated), as further explained below.
SERVER + CAL: Provides the option to license users and/or devices, with low-cost access to incremental SQL Server deployments.   
• Each server running SQL Server software requires a server license.
• Each user and/or device accessing a licensed SQL Server requires a SQL Server CAL that is the same version or newer – for example, to access a SQL Server 2019 Standard Edition server, a user would need a SQL Server 2019 or 2022 CAL.
Each SQL Server CAL allows access to multiple licensed SQL Servers, including Standard Edition and legacy Business Intelligence and Enterprise Edition Servers.SQL Server 2022 Editions availability by licensing model:  
Physical core licensing – Enterprise Edition 
• Customers can deploy an unlimited number of VMs or containers on the server and utilize the full capacity of the licensed hardware, by fully licensing the server (or server farm) with Enterprise Edition core subscription licenses or licenses with SA coverage based on the total number of physical cores on the servers.
• Subscription licenses or SA provide(s) the option to run an unlimited number of virtual machines or containers to handle dynamic workloads and fully utilize the hardware’s computing power.
Virtual core licensing – Standard/Enterprise Edition 
When licensing by virtual core on a virtual OSE with subscription licenses or SA coverage on all virtual cores (including hyperthreaded cores) on the virtual OSE, customers may run any number of containers in that virtual OSE. This benefit applies both to Standard and Enterprise Edition.
Licensing for non-production use 
SQL Server 2022 Developer Edition provides a fully featured version of SQL Server software—including all the features and capabilities of Enterprise Edition—licensed for  development, test and demonstration purposes only.  Customers may install and run the SQL Server Developer Edition software on any number of devices. This is  significant because it allows customers to run the software  on multiple devices (for testing purposes, for example)  without having to license each non-production server  system for SQL Server.  
A production environment is defined as an environment  that is accessed by end-users of an application (such as an  Internet website) and that is used for more than gathering  feedback or acceptance testing of that application.   
SQL Server 2022 Developer Edition is a free product !
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quiet-admirer · 5 months ago
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WIP Folder Ask Game
oh jeez, ok so @sweetheart-cherie tagged me so now you get to see what it looks like inside my brain ^^;
Rules: make a new post with the names of all the files in your WIP folder, regardless of how non-descriptive or ridiculous and tag as many people as you have WIPs as you wish. People send an ask with the title that most intrigues them, then you post a snippet or tell them something about it!
Kink fic folder name: destroyA (SaSe = "More, Enough"-related files, i.e., Sa(m)Se(b))
01_SaSe (2)
01_SaSe_Ch36 (Repaired)
01_SaSe_Ch36
01_SaSe 11-27-24
01_SaSe_Cut Scenes 1
01_SaSe_Cut Scenes 2
01_SaSe_nut-tracker
01_SaSe_Redacted
01_SaSe_horny spreadsheet
01_SaSe Timeline
01_SaSe_Refs
1_Songs
05_Well Fed Up-Waist of Space [became devotion]
36
band names list
Big guy [Post-TOTK Link]
DJ Character Notes [original]
Forward Progress [SDV Alex]
OC_Planet [original]
Over the years [Sokka/Zuko]
Regrowth - ji-ah david [original]
Tentacle Spirit [SDV farmer/tentacle monster]
Separate folder for "Devotion" because it has a lot of reference material and visual art stuff in it too, but the documents in it are:
2_Devotion
AutoRecovery save of 2_Devotion
Devotion - Merged 10-14-24
Devotion dump
As you can see, have a file integrity/save version problem caused by Microsoft word saving my shit in 2 different cloud accounts or on my device's files according to its own whims :)
I'm always too self-conscious to tag people in these, but if you see this, this is your sign to repost this ask meme and say that I tagged you!
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pranjaldalvi · 5 days ago
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Flash Based Array Market Emerging Trends Driving Next-Gen Storage Innovation
The flash based array market has been undergoing a transformative evolution, driven by the ever-increasing demand for high-speed data storage, improved performance, and energy efficiency. Enterprises across sectors are transitioning from traditional hard disk drives (HDDs) to solid-state solutions, thereby accelerating the adoption of flash based arrays. These storage systems offer faster data access, higher reliability, and scalability, aligning perfectly with the growing needs of digital transformation and cloud-centric operations.
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Shift Toward NVMe and NVMe-oF Technologies
One of the most significant trends shaping the FBA market is the shift from traditional SATA/SAS interfaces to NVMe (Non-Volatile Memory Express) and NVMe over Fabrics (NVMe-oF). NVMe technology offers significantly lower latency and higher input/output operations per second (IOPS), enabling faster data retrieval and processing. As businesses prioritize performance-driven applications like artificial intelligence (AI), big data analytics, and real-time databases, NVMe-based arrays are becoming the new standard in enterprise storage infrastructures.
Integration with Artificial Intelligence and Machine Learning
Flash based arrays are playing a pivotal role in enabling AI and machine learning workloads. These workloads require rapid access to massive datasets, something that flash storage excels at. Emerging FBAs are now being designed with built-in AI capabilities that automate workload management, improve performance optimization, and enable predictive maintenance. This trend not only enhances operational efficiency but also reduces manual intervention and downtime.
Rise of Hybrid and Multi-Cloud Deployments
Another emerging trend is the integration of flash based arrays into hybrid and multi-cloud architectures. Enterprises are increasingly adopting flexible IT environments that span on-premises data centers and multiple public clouds. FBAs now support seamless data mobility and synchronization across diverse platforms, ensuring consistent performance and availability. Vendors are offering cloud-ready flash arrays with APIs and management tools that simplify data orchestration across environments.
Focus on Energy Efficiency and Sustainability
With growing emphasis on environmental sustainability, energy-efficient storage solutions are gaining traction. Modern FBAs are designed to consume less power while delivering high throughput and reliability. Flash storage vendors are incorporating technologies like data reduction, deduplication, and compression to minimize physical storage requirements, thereby reducing energy consumption and operational costs. This focus aligns with broader corporate social responsibility (CSR) goals and regulatory compliance.
Edge Computing Integration
The rise of edge computing is influencing the flash based array market as well. Enterprises are deploying localized data processing at the edge to reduce latency and enhance real-time decision-making. To support this, vendors are introducing compact, rugged FBAs that can operate reliably in remote and harsh environments. These edge-ready flash arrays offer high performance and low latency, essential for applications such as IoT, autonomous systems, and smart infrastructure.
Enhanced Data Security Features
As cyber threats evolve, data security has become a critical factor in storage system design. Emerging FBAs are being equipped with advanced security features such as end-to-end encryption, secure boot, role-based access controls, and compliance reporting. These features ensure the integrity and confidentiality of data both in transit and at rest. Additionally, many solutions now offer native ransomware protection and data immutability, enhancing trust among enterprise users.
Software-Defined Storage (SDS) Capabilities
Software-defined storage is redefining the architecture of flash based arrays. By decoupling software from hardware, SDS enables greater flexibility, automation, and scalability. Modern FBAs are increasingly adopting SDS features, allowing users to manage and allocate resources dynamically based on workload demands. This evolution is making flash storage more adaptable and cost-effective for enterprises of all sizes.
Conclusion
The flash based array market is experiencing dynamic changes fueled by technological advancements and evolving enterprise needs. From NVMe adoption and AI integration to cloud readiness and sustainability, these emerging trends are transforming the landscape of data storage. As organizations continue their journey toward digital maturity, FBAs will remain at the forefront, offering the speed, intelligence, and agility required for future-ready IT ecosystems. The vendors that innovate in line with these trends will be best positioned to capture market share and lead the next wave of storage evolution.
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imarticuslearning-course · 10 days ago
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Future of Banking and Finance Careers in Tech
Introduction: How Tech is Redefining Finance Careers
In the last decade, the finance industry has witnessed a digital revolution. Fintech, AI, and cloud technologies have opened up a whole new horizon of possibilities for the industry. Nowadays, finance jobs in tech are not just in demand—they're shaping the future of investment banking.
From data scientist positions in banking to AI-powered trading systems, technology is reshaping conventional job roles. In this article, we discuss the magnitude of new-age tech jobs, preparing for them, and why a solid foundation via a banking and finance course is needed for upcoming professionals.
Fintech Jobs: Revolutionising the Landscape
Fintech has blurred the lines between finance and technology. The emergence of startups and digital-first banks is driving the demand for tech-savvy professionals who understand both domains. 
These fintech careers span across payments, blockchain, lending platforms, wealth technology, and insurance technology.
Key areas include:
Front-end and back-end development for financial apps
API development and third-party integrations
Payment gateway infrastructure
Blockchain and smart contracts
Fintech experts must adapt rapidly to emerging regulatory landscapes and changing client needs, making these roles both challenging and thrilling. 
Data Science Jobs in Banking
Data is the new oil, and banks have enormous reservoirs of it. Data science jobs in banking are becoming even more crucial for data-driven decision-making, customer segmentation, fraud detection, and customised services. 
Hot jobs include:
Quantitative Analyst (Quant)
Credit Risk Model Developer
Data Engineer
Business Intelligence Analyst
They utilise Python, R, SQL, and tools such as Tableau and SAS to glean useful insights and inform product strategies.
Investment Banking IT Careers: Merging Tech and Strategy
Classical investment banking now has a dedicated department that handles IT infrastructure, security, cloud environments, and algorithmic trading. Investment banking IT careers are ideal for candidates who wish to combine their technical expertise with strategic financial processes.
These careers involve:
DevOps Engineers for trading platforms
IT Security Analysts safeguarding financial information
Cloud Architects storing real-time trading data
Algorithm Developers for high-frequency trading
These positions offer a dynamic environment that requires innovative thinking on a daily basis.
AI Job Roles in Finance: Advanced Applications
AI is no longer merely automation—it's creating intelligent systems that can learn, predict, and improve. AI job roles in finance span from chatbots and robo-advisors to sophisticated portfolio management tools.
In-demand jobs:
Machine Learning Engineer
AI Research Scientist
NLP Engineer (Natural Language Processing)
Fraud Detection Systems Analyst
FinTech AI improves decision-making, improves compliance, and reduces operational expenses. 
Cloud Engineer Banking Jobs: Real-Time Data Management
The shift to the cloud in banking expands the demand for cloud experts. Cloud engineer banking positions play a vital role in maintaining scalability, data security, and high availability for financial institutions.
Typical tasks:
Migrating on-premise infrastructure to cloud platforms
Designing cloud-compatible storage and computing architecture
Maintaining regulatory compliance in cloud deployments
Managing real-time data streams
These experts are often associated with technologies such as AWS, Azure, and Google Cloud.
Natural Integration: Reskilling for the Technology-Inclined Finance Industry
Surviving in this dynamic environment involves more than mastering technicalities—it demands financial literacy and a comprehensive understanding of regulatory models. People who want to enter technology-focused positions in investment banking must establish a strong foundation that integrates finance concepts with applied technology.
That is where formal learning comes in. Courses that provide both knowledge in the domain and actual application give the competitive edge one needs to succeed in these demanding positions.
The Role of a Banking and Finance Course in Career Growth
With technology upending the banking landscape, becoming armed with the appropriate skills is more crucial than ever. A course in banking and finance not only aids in learning the very basics of financial markets and banking operations, but also incorporates exposure to tech tools now a necessity in the sector.
Imarticus Learning's Banking and Finance Program is one such that blends financial literacy with live industry skills. From learning risk management and trade finance to experiential learning with digital tools and soft skills, the program is crafted for those who wish to join or reskill in this vibrant industry.
Next Steps: Building a Future-Ready Career
Looking to the future, it's apparent that finance professionals need to grow with the profession. As an up-and-coming analyst, developer, or manager, adopting technology is no longer a matter of choice—it's fundamental. The way forward is constant learning, hands-on practice, and maintaining a lead on trends.
Seeking out organized upskilling in a banking and finance course can be an excellent step towards bringing your career into harmony with future possibilities in this rapidly evolving field.
FAQs
1. What are the most sought-after tech careers in finance? 
They are AI engineers, data scientists, cloud architects, DevOps engineers, and fintech product developers.
2. Is the demand for data science positions in banking high? 
Yes, fraud detection, customer insights, and portfolio optimisation require data science.
3. How is AI transforming the investment banking industry? 
AI makes decisions automatically, improves compliance, and enhances trading precision.
4. What abilities are required for fintech careers? 
Programming technical skills, business finance acumen, and knowledge of regulatory environments.
5. Is a banking and finance course beneficial for tech jobs? 
Yes. It provides a solid grounding in financial concepts while incorporating live tech exposure.
6. What are investment banking IT jobs like? 
They are highly dynamic, innovation-led roles concentrating on cloud infrastructure, trading systems, and security.
7. Do I have to code for AI finance jobs? 
Yes, familiarity with Python, R, or similar languages is typically required.
8. What do I do if I want to pursue a career in fintech after graduation? 
Begin with internships, then skill up by taking a certified banking and finance course.
9. Are cloud engineering jobs increasing in banking? 
Yes, because of digital transformation and the need for scalable infrastructure.
10. What does the future of technology hold for finance? More automation, improved personalisation, real-time analytics, and greater calls for hybrid skill sets.
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cybersecurityict · 10 days ago
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Business Rules Management System Market: Will 2032 Be the Tipping Point for Decision Intelligence
The Business Rules Management System Market was valued at USD 1.48 billion in 2023 and is expected to reach USD 3.35 billion by 2032, growing at a CAGR of 9.52% from 2024-2032. 
U.S. sees significant momentum in BRMS adoption as companies seek scalable and compliant decision frameworks
Business Rules Management System Market is witnessing substantial growth as enterprises shift toward automated decision-making processes to enhance efficiency, compliance, and agility. These systems help organizations define, deploy, monitor, and manage complex business rules separately from application code—allowing faster responses to regulatory changes and market dynamics.
Business Rules Management System Market is becoming essential across various sectors including finance, insurance, healthcare, and retail. Businesses are investing in BRMS to streamline operations, reduce risk, and adapt quickly to evolving policies and customer expectations.
Get Sample Copy of This Report: https://www.snsinsider.com/sample-request/6642 
Market Keyplayers:
IBM (Operational Decision Manager, Automation Decision Services)
FICO (FICO Blaze Advisor, FICO Decision Management Suite)
PEGASYSTEMS (Pega Decision Management, PegaRULES Process Commander)
Oracle (Oracle Business Rules, Oracle Policy Automation)
Progress Software (Corticon, DataDirect)
SAP (SAP Business Rules Framework, SAP Decision Service Management)
Broadcom (CA Aion Business Rules Expert, CA Process Automation)
ACTICO (ACTICO Rules, ACTICO Platform)
SAS (SAS Decision Manager, SAS Intelligent Decisioning)
InRule Technology (InRule Decision Platform, irAuthor)
Software AG (webMethods Business Rules, Apama)
OpenText (OpenText BRMS, OpenText AppWorks)
Newgen Software (Newgen Decision Management, Newgen OmniFlow iBPS)
Fujitsu (Interstage Business Process Manager, iFlow)
Experian (PowerCurve Strategy Management, Experian Decision Analytics)
Sparkling Logic (SMARTS Decision Manager, RedPen)
Business Rule Solutions (RuleGuide, Proteus)
Decisions LLC (Decisions Platform, Decisions Studio)
TIBCO (TIBCO BusinessEvents, TIBCO Rules Management Server)
Intellileap (Decision Management Suite, IntelliDecisions)
Agiloft (Agiloft Workflow Rules Engine, Agiloft Contract Lifecycle Management)
Signavio (Signavio Process Manager, Signavio Business Transformation Suite)
Market Analysis
The Business Rules Management System (BRMS) market is being propelled by rising demand for business agility and transparency in operational decision-making. Enterprises are increasingly embracing BRMS to decouple business logic from application code, enabling faster updates and consistent rule enforcement across channels. The U.S. leads the way with heavy enterprise and government adoption, while European organizations are leveraging BRMS for GDPR compliance and efficient customer service.
Market Trends
Rise in cloud-based BRMS for easy deployment and scalability
Integration with AI/ML for intelligent rule suggestions and automation
Growing adoption in banking and financial services for fraud prevention
Expansion of low-code/no-code platforms enhancing BRMS accessibility
Emphasis on compliance-driven rule engines in healthcare and insurance
Demand for real-time decision-making in customer service automation
Market Scope
The scope of the Business Rules Management System Market is broadening, driven by cross-industry needs for responsive and auditable rule management.
Centralized decision-making control across enterprises
Seamless integration with legacy and modern IT systems
Scalable architectures for enterprise-grade deployments
Visual rule editors for business user accessibility
Support for hybrid cloud and on-premises environments
Enhanced audit trails and compliance reporting
These capabilities are fueling BRMS expansion across industries requiring consistency, precision, and adaptability in operational logic.
Forecast Outlook
The BRMS market is expected to evolve with increasing demand for intelligent automation, regulatory compliance, and digital agility. Vendors are focusing on enhancing user interfaces, boosting integration with AI-driven systems, and enabling faster deployment cycles. The USA and Europe will remain at the forefront, supported by high-tech investment, strong regulatory frameworks, and enterprise demand for automated, yet flexible, decision systems.
Access Complete Report: https://www.snsinsider.com/reports/business-rules-management-system-market-6642 
Conclusion
The Business Rules Management System Market is rapidly transforming how organizations operate and respond to change. With the growing need for precision, compliance, and speed, BRMS platforms are becoming a strategic asset—not just an IT tool. As industries across the U.S. and Europe continue to digitize, the ability to manage business rules dynamically and intelligently will be key to staying competitive in a rules-driven economy.
About Us:
SNS Insider is one of the leading market research and consulting agencies that dominates the market research industry globally. Our company's aim is to give clients the knowledge they require in order to function in changing circumstances. In order to give you current, accurate market data, consumer insights, and opinions so that you can make decisions with confidence, we employ a variety of techniques, including surveys, video talks, and focus groups around the world.
Contact Us:
Jagney Dave - Vice President of Client Engagement
Phone: +1-315 636 4242 (US) | +44- 20 3290 5010 (UK)
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fuzzycrownking · 18 days ago
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Automotive Smart Display Market Drivers Include Connectivity, Safety, and Advanced Display Integration
One of the main drivers influencing the automotive smart display market is the surging demand for vehicle connectivity. Modern consumers expect cars to be extensions of their digital lifestyles, leading manufacturers to integrate smart displays capable of handling navigation, music, calls, messaging, and real-time vehicle diagnostics. These connected systems provide drivers with seamless access to smartphone features through interfaces such as Apple CarPlay, Android Auto, and proprietary OEM infotainment platforms. The integration of IoT and cloud-based services within smart displays further enhances user experience and offers new functionalities like predictive maintenance alerts and real-time traffic updates.
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Increasing Emphasis on Safety and ADAS Safety is another strong driver propelling the adoption of automotive smart displays. As advanced driver assistance systems (ADAS) become standard in new vehicles, the need for clear, integrated display units has grown significantly. Smart displays offer a centralized view of data from lane departure warning, blind-spot detection, adaptive cruise control, and parking assist systems. Head-up displays (HUDs), which project vital driving information onto the windshield, are increasingly preferred for minimizing driver distraction. The ability to combine critical safety alerts and real-time data within the driver’s line of sight has become a key selling point for OEMs and a major growth driver for the market.
Shift Toward Digital Instrument Clusters Another crucial driver is the transition from analog to digital instrument clusters. Automakers are replacing traditional gauges with customizable digital displays that enhance vehicle aesthetics while offering versatility. Digital clusters allow dynamic information presentation, including speed, navigation, fuel status, and ADAS alerts, all tailored based on driving conditions and user preferences. This evolution not only improves user experience but also contributes to vehicle brand differentiation in a competitive market.
Rise of Electric and Autonomous Vehicles The growth of electric vehicles (EVs) and autonomous driving technologies is accelerating the demand for smart displays. EVs require advanced display solutions to present information on battery status, range, energy consumption, and regenerative braking. In autonomous vehicles, passengers are more likely to engage with infotainment and comfort controls, increasing the importance of interactive and visually appealing display systems. Automotive smart displays serve as the central hub for managing vehicle functions, making them indispensable in the next-generation mobility ecosystem.
Consumer Demand for In-Vehicle Infotainment Today’s consumers are increasingly valuing in-vehicle infotainment experiences. Smart displays serve as the interface for a wide array of entertainment features, such as video streaming, music applications, games, and internet browsing. Rear-seat entertainment systems with smart touch displays are also gaining popularity in high-end and mid-range vehicles. Automakers are capitalizing on this trend by offering larger and more responsive screens, which is further driving the market forward.
Technological Advancements in Display Panels Another important driver is the ongoing innovation in display technologies, including OLED, QLED, AMOLED, and micro-LED. These technologies enable slimmer, brighter, and more energy-efficient displays with improved contrast and touch sensitivity. Curved and flexible display panels are also being explored to enhance cabin ergonomics and design. These technological upgrades not only meet aesthetic demands but also help reduce power consumption—an essential factor in EVs—making them increasingly attractive to manufacturers.
Regulatory Push for Vehicle Safety Standards Governments around the world are introducing stringent vehicle safety regulations, mandating features like rear-view camera displays, driver monitoring systems, and eCall emergency response, all of which depend on integrated smart displays. This regulatory push is particularly prominent in Europe and North America, where compliance with these norms requires upgraded vehicle interfaces. The regulatory framework acts as a direct market catalyst, compelling OEMs to adopt smart display solutions.
OEM and Tier 1 Supplier Collaborations Collaborations between original equipment manufacturers (OEMs) and Tier 1 suppliers have intensified to bring more intelligent, feature-rich display units to market. Major automotive brands are working closely with display technology leaders to develop customized solutions tailored to specific models and segments. These collaborations are fostering innovation, accelerating time-to-market, and ensuring scalability across different vehicle platforms, ultimately driving market expansion.
Cost Reductions Through Mass Production As production volumes rise and technology matures, the cost of automotive smart displays is gradually decreasing. Economies of scale are making advanced displays more affordable, enabling their inclusion even in entry-level and compact cars. This democratization of technology is helping drive broader market penetration and expanding the consumer base.
Conclusion The automotive smart display market is being actively driven by a combination of consumer preferences, regulatory mandates, and rapid technological innovations. With increased emphasis on safety, connectivity, electric mobility, and infotainment, the demand for smart display units is expected to grow across all vehicle categories. As more OEMs invest in digital cockpit solutions and autonomous driving capabilities, smart displays will remain at the center of this transformation, reinforcing their importance in the future of automotive technology.
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furrywolfsublime · 23 days ago
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Comprehensive Guide to Scan to BIM Services: Transforming Construction and Infrastructure Projects
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The construction world is going through a major shift. Digital tools now play a key role in making projects quicker, cheaper, and more accurate. Among these tools, Building Information Modeling (BIM) stands out. It helps teams visualize and plan projects better than ever before.
Scan to BIM services take this process even further. They combine laser scanning with 3D modeling to give real-world accuracy in digital plans. This method captures buildings, bridges, and other structures just as they are in the real world. It’s a game changer for getting precise, detailed data for any project.
What Are Scan to BIM Services?
Definition and Purpose
Scan to BIM is a process that uses laser scanning to create detailed digital models. These models show the exact shape, size, and condition of existing structures. The main goal? To give construction teams the most accurate as-built data possible. This helps prevent mistakes and saves time during design and building phases.
How It Works
The process starts with laser scanners that shoot out laser beams to measure surroundings. These scanners collect millions of data points, creating what’s called a point cloud. The data then gets cleaned up and organized. Next, skilled modelers turn this point cloud into a usable 3D BIM model.
Technologies like LiDAR sensors, mobile laser scanners, and drones make this process fast and detailed. The result is an exact digital replica of the real-world structure.
Industry Adoption and Trends
The market for scan to BIM is growing fast. More companies see how accurate data saves money and reduces delays. Big industries such as facilities management, historic building renovations, and new construction are using these services. Experts expect the market to stay strong as technology gets cheaper and better.
Key Components of Scan to BIM Services
Laser Scanning Technology
Different scanners serve different needs. Static laser scanners stay in one place, capturing high-detail data. Mobile scanners mounted on vehicles can quickly scan large areas. Drones are used for high, hard-to-reach places.
High-resolution scans keep details sharp, making it easier for team members to spot issues or plan repairs.
Data Processing and Point Cloud Generation
Raw scans are huge and unorganized. Data processing turns this chaos into useful information. The raw data becomes a point cloud—a 3D map of the environment. The process involves registration, where multiple scans are aligned, cleaning to remove errors, and management for easy access and sharing.
BIM Modeling and Integration
Once the point cloud is ready, modelers create accurate 3D models fitting various BIM platforms like Revit or Navisworks. This creates a comprehensive digital mockup. These models can then be shared and edited easily by different teams, ensuring everyone stays on the same page.
Validation and Quality Control
Before finalizing, the models are checked for errors. Validation ensures measurements match reality, and quality checks confirm that all details are correct. Fixing mistakes early saves headaches later.
Benefits of Scan to BIM Services
Enhanced Accuracy and Detail
Thanks to laser scans, the models are o to 1 replicas of the real thing. That means fewer surprises, less rework, and better project planning.
Time and Cost Savings
Getting detailed data quickly means less time on site and fewer trips back to fix mistakes. It also cuts costs linked to errors during construction or renovation.
Improved Collaboration and Communication
Sharing a common, digital model makes teamwork smoother. Everyone from architects to managers can see the same up-to-date info. Real-time updates boost transparency and decision-making speed.
Lifecycle Management
Beyond building, scan to BIM supports maintenance and upgrades. Facility managers use these models for inspections, repairs, or future renovations. This long-term view helps save money years later.
Applications and Real-World Examples
Renovation and Retrofit Projects
Historic buildings often need careful updates. Scan to BIM provides detailed as-built data, preserving the building's character while upgrading its systems. One example? Restoring old churches or libraries with minimal risk of damaging original features.
Facility Management and Maintenance
Hospitals and large complexes benefit from digital twins created through scan to BIM. Staff can locate pipes, wiring, or HVAC systems without invasive digging, saving time and money.
Construction Planning and Clash Detection
Before breaking ground, teams use models to spot conflicts, like pipes crossing beams. This prevents delays, reduces rework, and keeps projects on track.
Infrastructure and Civil Projects
Bridges, tunnels, and roads undergo regular assessments. Laser scans detect deterioration or damage early, helping to plan repairs before problems worsen.
Challenges and Limitations
Technical Challenges
Processing large amounts of scan data can be tricky and requires high computing power. Some environments, like dense urban areas, still pose difficulties for current scanners.
Implementation Barriers
High-quality scanners can be expensive, and training personnel takes time. Integrating scan to BIM into existing workflows isn’t always smooth.
Data Security and Privacy
Sensitive project details must be protected. Data breaches can be costly, so companies need robust security policies. Additionally, regulatory rules vary by location.
Future Trends and Innovations
Advancements in Scanner Technology
We can expect even faster, lighter, and more precise scanners. Portable options will make data collection easier on-site.
AI and Machine Learning Integration
Artificial intelligence will automate much of data processing. It will quickly identify issues, suggest modifications, or generate models automatically.
Expanded Use Cases
Future applications include augmented reality displays for on-site guidance and smart city planning. These innovations will make infrastructure projects smarter and more connected.
Actionable Tips for Implementing Scan to BIM
Start with a clear goal and assess what you need from the process.
Invest in reliable scanners and train your team or hire experts.
Work with experienced service providers for best results.
Protect sensitive data with strong security measures.
Keep your BIM models updated and maintained for ongoing use.
Scan to BIM services are transforming how we approach building and infrastructure projects. They boost accuracy, cut costs, and improve collaboration. As technology advances, their role in construction will only grow.
If you want to stay ahead, start exploring how scan to BIM can help your next project. Digital tools aren’t a future trend—they're here now, ready to change the way we build. Don’t wait—integrate these solutions and see the difference they make.
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snehalshinde65799 · 19 days ago
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Big Data Analytics Software Market Set to Double by 2030 Amid Technological Advancements and Investments
The Big Data Analytics Software Market is undergoing a significant transformation as businesses increasingly rely on data-driven strategies to stay competitive. Fueled by rapid technological advancements, the market has witnessed exponential growth over the past decade. The integration of artificial intelligence (AI), machine learning (ML), and cloud computing into analytics platforms is enabling organizations to process vast volumes of structured and unstructured data more efficiently, unlocking insights that were previously inaccessible.
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As of 2024, the global big data analytics software market is valued at over USD 60 billion, and it is projected to surpass USD 120 billion by 2030, growing at a compound annual growth rate (CAGR) of over 12%. This growth is largely attributed to increased data generation across sectors such as retail, healthcare, finance, manufacturing, and telecommunications. The demand for real-time analytics, customer behavior modeling, fraud detection, and operational efficiency has positioned big data analytics as a critical component of modern enterprise infrastructure.
Key Market Drivers
Data Explosion: The proliferation of digital devices, IoT sensors, and social media platforms has led to an unprecedented volume of data. Every day, over 2.5 quintillion bytes of data are created, providing a vast resource for analytics software to mine for insights.
Cloud-Based Solutions: Cloud computing has revolutionized data storage and processing. Cloud-based big data analytics tools offer scalability, flexibility, and cost-efficiency, enabling businesses of all sizes to implement powerful analytics without heavy infrastructure investments.
Advanced Analytics Technologies: The integration of AI and ML algorithms allows big data platforms to deliver predictive and prescriptive analytics. These technologies help businesses anticipate future trends, automate decision-making, and personalize customer experiences.
Regulatory Compliance and Risk Management: Governments and industries are increasingly enforcing data protection regulations like GDPR and HIPAA. Big data analytics software helps companies monitor compliance, identify risks, and secure sensitive data.
Regional Insights
North America currently holds the largest share of the big data analytics software market, driven by the presence of tech giants like IBM, Microsoft, and Oracle, along with a high rate of cloud adoption. The United States leads in innovation, investment, and deployment of analytics solutions.
Asia-Pacific is the fastest-growing region, with countries like China, India, and Japan rapidly adopting analytics to transform manufacturing, financial services, and e-commerce. Government initiatives promoting digital transformation and smart city projects further propel the market's growth in the region.
Europe is also witnessing steady growth, especially in sectors such as banking, healthcare, and automotive. The increasing focus on privacy laws and data governance is encouraging companies to invest in robust analytics platforms.
Competitive Landscape
The big data analytics software market is highly competitive and fragmented. Key players include:
IBM: With its Watson Analytics platform, IBM delivers AI-driven insights across various industries.
Microsoft: Azure Synapse Analytics combines enterprise data warehousing and big data analytics into a unified platform.
Oracle: Offers a wide suite of cloud-native analytics tools with real-time data visualization and reporting.
SAP: Known for integrating analytics directly into its ERP and CRM systems.
SAS: A pioneer in advanced analytics and machine learning for complex business environments.
Startups and niche players are also contributing to market innovation by offering specialized solutions for vertical-specific needs, such as healthcare analytics or predictive maintenance in manufacturing.
Challenges and Future Outlook
Despite its rapid growth, the big data analytics software market faces challenges including data privacy concerns, talent shortages, and integration complexities. Many organizations struggle to recruit skilled data scientists and engineers who can effectively leverage advanced analytics tools.
Additionally, ensuring data quality and integrating analytics platforms with legacy systems remain ongoing hurdles. However, vendors are addressing these issues by offering user-friendly interfaces, low-code/no-code platforms, and automated data cleansing features.
Looking ahead, the market is poised to evolve with the rise of edge computing, real-time streaming analytics, and natural language processing (NLP). These innovations will enable faster, more intuitive data analysis, bringing analytics closer to the point of data generation.
In conclusion, the big data analytics software market is a cornerstone of digital transformation in today’s economy. As technology continues to advance and data volumes grow, organizations that effectively harness analytics will gain a competitive edge and deliver greater value to their customers and stakeholders.
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yfthg · 21 days ago
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Top Most Effective Customer Journey Analytics Solutions in Airlines
NUMR CXM: Elevating Airline Passenger Experience with Real-Time Journey Analytics
NUMR CXM is redefining customer journey analytics in the airline industry. By mapping end-to-end passenger interactions—from flight search to post-flight feedback—NUMR enables airlines to visualize customer drop-offs, delays in service, and satisfaction triggers. Using AI-powered predictive insights and omnichannel integration, NUMR CXM helps carriers proactively address pain points, increase loyalty, and maximize revenue per traveler. Airlines leveraging NUMR’s platform benefit from smarter segmentation, real-time action triggers, and optimized NPS across the journey lifecycle.
Why Customer Journey Analytics Matters in Aviation
In the hyper-competitive airline space, customer loyalty is fragile and influenced by multiple micro-moments—from ticket booking and check-in to baggage handling and flight experience. Customer journey analytics empowers airlines to:
Pinpoint moments of friction
Track engagement across mobile, web, and airport touchpoints
Deliver personalized interventions in real time
Improve operational efficiency and CX KPIs
Top Customer Journey Analytics Solutions in Airlines (2025)
1. NUMR CXM
AI-powered journey mapping tailored to aviation
Omnichannel passenger data integration
Predictive churn and loyalty insights
Personalized NPS and real-time feedback loops
2. Adobe Experience Platform
Real-time customer profile unification
Journey orchestration across devices
Visualization of path-to-purchase in airline portals
3. Salesforce Customer 360
Travel-specific CX dashboards
AI-driven service insights for call centers and loyalty programs
Integration with airline CRM and booking systems
4. Qualtrics Experience iD
Deep integration with operational data (e.g., delay reports)
Real-time surveys at critical travel moments
Voice-of-Customer (VoC) insights to prevent churn
5. Google Analytics 4 (GA4) with BigQuery
Tracks digital touchpoints pre-booking to boarding
Combines site behavior with predictive purchase modeling
Great for low-cost carriers optimizing conversion
6. Genesys Cloud CX
Advanced contact center analytics
Tracks call/chat/email journey interruptions
Identifies emotional sentiment in service breakdowns
7. Mixpanel
Granular event tracking on airline apps
Useful for enhancing loyalty program interaction
A/B testing and funnel analysis for digital CX teams
8. Medallia Experience Cloud
Real-time survey triggers based on NPS dips
Great airport and inflight service integration
Customizable reporting for route-level CX management
9. Sprinklr Unified CXM
Social media journey insights across platforms
Tracks complaints, praises, and competitor comparison
Excellent for airline brand reputation monitoring
10. SAS Customer Intelligence 360
Predictive personalization for frequent flyer programs
Advanced segmentation of leisure vs business travelers
Supports real-time marketing engagement
Geographic Insight: Journey Analytics in Indian and Global Aviation
India’s airline sector is experiencing explosive growth with increasing digital bookings and higher CX expectations. Globally, airlines in North America and the Middle East are leading in AI-driven journey analytics adoption. NUMR CXM is well-positioned to serve both these markets with scalable, agile platforms.
FAQs – Airline Journey Analytics Solutions
What is customer journey analytics in aviation?
It refers to the process of tracking and analyzing every interaction a passenger has with an airline, across all channels and touchpoints.
How does NUMR CXM enhance passenger experience?
NUMR CXM uses AI and predictive analytics to identify friction points in real time, enabling airlines to act quickly and improve satisfaction and loyalty.
Can airlines personalize experiences using journey data?
Yes, by mapping behavior and preferences, airlines can personalize offers, services, and communication at every journey stage.
Which journey stages are most prone to dissatisfaction?
Common friction points include booking, baggage claim, delay management, and customer service interactions.
Final Takeaway
Customer journey analytics is no longer optional—it's essential for airlines striving to deliver seamless, memorable travel experiences. By leveraging platforms like NUMR CXM, aviation brands can transform every touchpoint into an opportunity for delight, loyalty, and competitive differentiation in 2025 and beyond.
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news24-amit · 4 days ago
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Global Media Processing Market to Triple in Size by 2031, Says Industry Report
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The global Media (Video) Processing Solutions Market is experiencing rapid transformation and expansion, propelled by surging demand for high-definition and immersive video content across entertainment, education, gaming, advertising, and enterprise communication. Valued at USD 18.8 billion in 2022, the industry is projected to reach USD 64.5 billion by 2031, expanding at a compelling CAGR of 14.8% from 2023 to 2031, according to a new market research report.
Market Overview: Media (video) processing solutions comprise technologies, platforms, and services that support tasks such as video ingestion, editing, transcoding, compression, and delivery across various platforms and devices. These solutions play a pivotal role in enhancing content quality and accessibility while ensuring seamless playback experiences for users globally.
The demand for scalable and high-performance media workflows has grown exponentially with the proliferation of OTT platforms, the boom in social media content, and increasing expectations for real-time, high-quality video communication. Enterprises and creators alike are turning to next-generation media processing solutions to meet growing consumer expectations.
Market Drivers & Trends
A key driver for this market is the accelerated consumption of video content—across social media, streaming platforms, corporate communication, and e-learning. The integration of HEVC, AVC, and next-gen standards like VVC and AV1 ensures better compression and enhanced video quality, crucial for delivering high-definition content efficiently.
The rise of 5G networks is another significant enabler, reducing latency and supporting ultra-fast video delivery, particularly for live streaming and interactive experiences. In parallel, increasing reliance on cloud-based deployment models ensures scalability, cost-efficiency, and ease of integration with third-party tools.
Latest Market Trends
Immersive Video Experiences: The market is witnessing growing demand for 360-degree video, AR/VR content, and interactive streaming. These formats require advanced processing solutions to deliver seamless experiences.
AI-Powered Video Analytics: The integration of AI and ML is enhancing capabilities such as object detection, automated editing, facial recognition, and sentiment analysis in real-time.
Server-Side Ad Insertion (SSAI): Monetization is a major focus area, with innovations like targeted SSAI allowing personalized advertising at scale.
Cloud-native Platforms: SaaS-based video processing solutions are gaining traction as they offer better agility, remote accessibility, and support hybrid workflows.
Key Players and Industry Leaders
Prominent players shaping the market landscape include:
Amazon Web Services, Inc.
Telestream, LLC
Enghouse System Limited
CommScope, Inc.
Kaltura, Inc.
Harmonic Inc.
Akamai Technologies, Inc.
Brightcove Inc.
Ateme SA
Tencent Cloud
SPG Studios
M2A Media Limited
These companies continue to innovate and expand their offerings through R&D investments, cloud-native product rollouts, and strategic partnerships.
Recent Developments
Harmonic Inc., in April 2023, launched VOS®360 Ad, a cutting-edge SSAI SaaS platform for large-scale, targeted video advertising.
MediaKind partnered with Net Insight to co-develop a comprehensive, cloud-based IP video distribution system, offering enhanced packaging and delivery functionalities for broadcasters.
Such strategic moves underscore the ongoing shift toward personalized, real-time video experiences supported by cloud and AI-driven backends.
Market Opportunities
With the rise in demand for high-resolution content and immersive experiences, the market opens new growth frontiers in:
AR/VR content production and processing for e-learning, healthcare training, virtual tours, and gaming.
Video workflow automation tools that streamline processes from ingestion to distribution.
Real-time video analytics that support use cases in surveillance, retail intelligence, and live event analysis.
Green video processing technologies aimed at reducing energy consumption and storage requirements.
Review significant findings and insights from our Report in this sample - https://www.transparencymarketresearch.com/sample/sample.php?flag=S&rep_id=61422
Future Outlook
The future of media (video) processing is poised to be shaped by convergence across AI, edge computing, 5G, and immersive media. With growing investments in video-driven marketing and remote collaboration tools, demand for intelligent, real-time video solutions will remain on an upward trajectory.
By 2031, media companies and enterprise customers will increasingly adopt automated, cloud-native, and AI-augmented video processing workflows to stay competitive and deliver exceptional user experiences.
Market Segmentation
By Component:
Software/Platform: Video Upload & Ingestion, Transcoding & Processing, Dynamic Ad Insertion, Video Hosting, Content Rendering
Services: Professional Services, Managed Services
By Deployment:
Cloud
On-premise
By Content Type:
Real-time/Live
On-demand
By End-user:
Broadcasters and Media Companies
Content Creators and Filmmakers
Others (Education, Enterprises, Retail, etc.)
Regional Insights
North America dominates the global landscape, supported by mature media ecosystems, strong broadband infrastructure, and homegrown tech giants offering advanced video services.
Asia Pacific is projected to witness the fastest CAGR, driven by rapid smartphone adoption, increasing internet penetration, and booming digital media consumption in countries like India, China, and Southeast Asian nations.
Europe continues to see growth fueled by regulatory support for digital transformation, expanding OTT platforms, and innovation in live event streaming.
South America and Middle East & Africa are emerging as high-potential markets as connectivity improves and video-based learning and commerce gain momentum.
Why Buy This Report?
Comprehensive Market Insights: In-depth analysis of historical data (2017–2021), current market value (2022), and forecasts up to 2031.
Strategic Intelligence: Understand key drivers, restraints, opportunities, and competitive strategies that shape the market.
Granular Segmentation: Detailed breakdown by component, deployment, content type, end-user, and geography.
Profiles of Key Players: Business overview, financials, recent developments, product portfolio, and strategic moves.
Cross-Segment and Regional Analysis: Identify growth pockets and align market-entry or expansion strategies accordingly.
Downloadable Format: Access to both PDF and Excel for easy reference and internal analysis.
Explore Latest Research Reports by Transparency Market Research: Mainframe Modernization Services Market: https://www.transparencymarketresearch.com/mainframe-modernization-services-market.html
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Chatbot Market: https://www.transparencymarketresearch.com/chatbot-market.htmlAbout Transparency Market Research Transparency Market Research, a global market research company registered at Wilmington, Delaware, United States, provides custom research and consulting services. Our exclusive blend of quantitative forecasting and trends analysis provides forward-looking insights for thousands of decision makers. Our experienced team of Analysts, Researchers, and Consultants use proprietary data sources and various tools & techniques to gather and analyses information. Our data repository is continuously updated and revised by a team of research experts, so that it always reflects the latest trends and information. With a broad research and analysis capability, Transparency Market Research employs rigorous primary and secondary research techniques in developing distinctive data sets and research material for business reports. Contact: Transparency Market Research Inc. CORPORATE HEADQUARTER DOWNTOWN, 1000 N. West Street, Suite 1200, Wilmington, Delaware 19801 USA Tel: +1-518-618-1030 USA - Canada Toll Free: 866-552-3453 Website: https://www.transparencymarketresearch.com Email: [email protected]
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gis2080 · 24 days ago
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📊 Regulatory Risk Management Market to Hit $29.1B by 2034 | Solid 10.2% CAGR
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Regulatory Risk Management market is set for impressive growth, with projections showing an increase from $11.0 billion in 2024 to $29.1 billion by 2034, representing a robust CAGR of 10.2%. This market focuses on solutions and services designed to help organizations identify, evaluate, and mitigate risks related to regulatory compliance. As businesses across industries face increasingly complex and stringent regulations, the demand for sophisticated risk management tools and expert consulting services continues to rise. The market spans software platforms, compliance tools, and consulting services, assisting organizations in maintaining compliance, avoiding legal penalties, and protecting their reputations.
Market Dynamics
The growth of the Regulatory Risk Management market is fueled by several key factors. Increasing regulatory complexity worldwide drives demand for automated software solutions that streamline compliance processes. Software platforms dominate the market, supported by advances in AI, machine learning, and big data analytics, which enhance predictive risk assessment and real-time monitoring.
Click to Request a Sample of this Report for Additional Market Insights: https://www.globalinsightservices.com/request-sample/?id=GIS33205
Consulting services also hold a significant share, as businesses seek expertise to navigate ever-evolving legal frameworks. Rising digital transformation initiatives further boost demand for cloud-based, scalable risk management solutions. However, the market faces challenges, including adapting to fast-changing regulations, integrating new technologies, and addressing data privacy concerns. Despite these hurdles, opportunities abound as organizations prioritize risk mitigation and regulatory adherence.
Key Players Analysis
Several industry leaders shape the Regulatory Risk Management landscape. IBM, Oracle, and SAS Institute lead through continuous innovation, integrating AI and machine learning into their platforms for smarter risk analysis. Other notable players include MetricStream, NAVEX, Wolters Kluwer, and SAI Global, which offer comprehensive compliance software and consulting services. These companies leverage strategic partnerships, mergers, and product development to expand their market presence and meet diverse industry needs. Emerging firms like RiskWatch International and Lockpath are also gaining traction by focusing on niche applications and agile, cloud-based solutions. Competition centers on enhancing technological capabilities, expanding global reach, and delivering tailored solutions that address complex regulatory challenges.
Regional Analysis
North America dominates the Regulatory Risk Management market, driven by stringent regulations and widespread technological adoption. The United States stands out with its mature regulatory infrastructure and demand for advanced compliance solutions. Europe follows closely, where countries such as Germany and the UK emphasize regulatory compliance amid a robust legal framework, further propelled by EU-wide standards. The Asia Pacific region is growing rapidly due to industrialization and increasing regulatory awareness in countries like China and India. Latin America and the Middle East & Africa show moderate growth, with developing regulatory frameworks and rising adoption of risk management solutions. These regions hold considerable potential as businesses recognize the critical need for compliance in global markets.
Recent News & Developments
Recent months have seen dynamic developments in the Regulatory Risk Management market. Deloitte’s strategic alliance with an AI firm aims to boost risk assessment efficiency through cutting-edge artificial intelligence. In a major consolidation, Global Risk Solutions acquired ComplianceTech to broaden its service portfolio. The European Union introduced stricter regulatory guidelines, intensifying demand for sophisticated compliance tools. IBM launched a new platform designed to simplify regulatory processes with improved accuracy. Additionally, PwC reported increased interest in its advisory services, citing rising regulatory scrutiny across sectors. These events highlight the market’s evolution toward technology-driven, integrated solutions to meet growing compliance challenges.
Browse Full Report :https://www.globalinsightservices.com/reports/regulatory-risk-management-market/
Scope of the Report
This report provides a comprehensive analysis of the Regulatory Risk Management market, covering historical data (2018–2023) and forecasts through 2034. It examines market segmentation by type, product, services, technology, application, and geography. Key topics include market drivers, restraints, trends, and competitive landscape, supported by detailed company profiles and SWOT analysis. The report offers strategic insights into technological advancements, regulatory impacts, and industry-specific challenges. Additionally, it features local market analysis, competition reviews, regulatory compliance considerations, and supply-demand dynamics. These insights enable stakeholders to make informed decisions, mitigate risks, and capitalize on emerging opportunities in the regulatory risk management domain.
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About Us:
Global Insight Services (GIS) is a leading multi-industry market research firm headquartered in Delaware, US. We are committed to providing our clients with highest quality data, analysis, and tools to meet all their market research needs. With GIS, you can be assured of the quality of the deliverables, robust & transparent research methodology, and superior service.
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geakminds-blog · 27 days ago
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Unlocking Business Growth with Analytics Solutions Companies
In today's data-driven world, businesses no longer make decisions based on gut instinct—they rely on data. Analytics solutions companies help organizations harness the power of data to drive strategic decisions, optimize operations, and uncover new growth opportunities. Whether you're in retail, healthcare, finance, or telecom, analytics plays a crucial role in staying competitive.
Customer Rating: ⭐⭐⭐⭐⭐ (4.9/5 from 12,300+ businesses worldwide)
Explore how these companies provide value through modern tools, platforms, and services.
What Do Analytics Solutions Companies Do? Analytics solutions companies provide software, tools, and services that help businesses collect, manage, analyze, and visualize data. Their core mission is to turn raw data into actionable insights. These companies offer:
Data integration and warehousing: Combining data from multiple sources into a central system.
Descriptive analytics: Analyzing historical data to understand what happened.
Predictive analytics: Using AI and machine learning to forecast future trends.
Prescriptive analytics: Offering data-driven recommendations for decision-making.
Data visualization: Presenting insights in interactive dashboards and reports.
These companies often deploy popular analytics platforms like Tableau, Power BI, Looker, and Qlik to create custom reporting solutions for clients. Many also offer advanced capabilities such as real-time analytics, data mining, and customer segmentation.
Benefits of Partnering with Analytics Solutions Companies Collaborating with an analytics company unlocks powerful benefits:
a. Faster Decision-Making With real-time data dashboards and automatic reporting, executives and managers can act faster and more confidently.
b. Improved Operational Efficiency Analytics uncovers inefficiencies in workflows, supply chains, and customer journeys, allowing teams to streamline operations.
c. Customer Insights By analyzing consumer behavior, preferences, and feedback, businesses can improve product offerings and personalize experiences.
d. Revenue Growth Data-driven strategies lead to better product targeting, pricing models, and campaign performance, boosting profits.
e. Risk Management Predictive models can forecast risks such as churn, fraud, and market volatility, helping companies mitigate them proactively.
These companies often provide industry-specific analytics tailored to the unique challenges of healthcare, telecom, manufacturing, and financial services.
Key Features to Look for in Analytics Solutions Providers When choosing an analytics partner, businesses should consider several critical capabilities:
a. Scalability Can the platform handle growing data volumes across multiple departments or locations?
b. Data Security and Compliance Depending on your industry, the provider must support regulatory standards like GDPR, HIPAA, or SOC 2.
c. Cloud and Hybrid Deployment Options Flexibility matters whether on-premises, hybrid, or fully cloud-based (e.g., AWS, Azure).
d. AI and Machine Learning Integration Advanced algorithms can reveal deeper trends and automate decision-making.
e. Custom Dashboards and Visualization A good UI/UX design with customizable reports enhances user adoption and understanding.
Top analytics companies also offer APIs for data integration with tools like Salesforce, HubSpot, Shopify, ERP systems, and CRMs.
Top Analytics Solutions Companies in 2025 Here are some of the best-performing companies based on performance, innovation, and customer satisfaction:
a. Tableau (by Salesforce) Known for intuitive data visualization and real-time dashboards.
b. Power BI (by Microsoft) Ideal for businesses already in the Microsoft ecosystem, with strong Excel and Azure integration.
c. Qlik A self-service analytics platform focused on data literacy and AI insights.
d. Looker (by Google Cloud) Modern BI platform built for cloud scalability and embedded analytics.
e. SAS A leader in advanced analytics, AI, and statistical modeling for enterprise needs.
f. Domo Offers full-stack cloud analytics and real-time data alerts for proactive decision-making.
Many providers offer free trials, demo dashboards, and consulting services to assess fit before a full deployment.
Future Trends in Analytics Solutions The world of data analytics is constantly evolving. Here are key trends shaping the future of analytics solutions companies:
a. Augmented Analytics Combining AI and machine learning with traditional BI to automate insight generation.
b. Edge Analytics Data is processed closer to where it is generated, such as in IoT devices, to reduce latency and improve speed.
c. Data Democratization Empowering non-technical users to create and interpret reports with no-code or low-code tools.
d. Natural Language Querying Allowing users to ask questions in plain English (e.g., “What were Q1 sales in California?”) and get visual answers instantly.
e. Unified Data Platforms Eliminating silos by integrating data across marketing, sales, operations, and customer service into one source of truth.
Companies that embrace these technologies can outpace competitors by adapting faster to market changes and customer needs.
Conclusion Analytics solutions companies are no longer a luxury but a necessity for modern businesses. From improving decision-making to reducing operational costs and identifying new revenue streams, these partners help you harness your most valuable asset: data.
As your company grows, managing information becomes more complex. Partnering with the right analytics provider ensures you're not just collecting data but using it to lead your industry.
Ready to transform your business with data? You can start evaluating analytics solution partners that align with your goals and watch your insights turn into impact.
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cybersecurityict · 10 days ago
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Big Data Market 2032: Will Enterprises Unlock the Real Power Behind the Numbers
The Big Data Market was valued at USD 325.4 Billion in 2023 and is expected to reach USD 1035.2 Billion by 2032, growing at a CAGR of 13.74% from 2024-2032.
Big Data Market is witnessing a significant surge as organizations increasingly harness data to drive decision-making, optimize operations, and deliver personalized customer experiences. Across sectors like finance, healthcare, manufacturing, and retail, big data is revolutionizing how insights are generated and applied. Advancements in AI, cloud storage, and analytics tools are further accelerating adoption.
U.S. leads global adoption with strong investment in big data infrastructure and innovation
Big Data Market continues to expand as enterprises shift from traditional databases to scalable, intelligent data platforms. With growing data volumes and demand for real-time processing, companies are integrating big data technologies to enhance agility and remain competitive in a data-centric economy.
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Market Keyplayers:
IBM
Microsoft
Oracle
SAP
Amazon Web Services (AWS)
Google
Cloudera
Teradata
Hadoop
Splunk
SAS
Snowflake
Market Analysis
The Big Data Market is shaped by exponential data growth and the rising complexity of digital ecosystems. Businesses are seeking solutions that not only store massive datasets but also extract actionable intelligence. Big data tools, combined with machine learning, are enabling predictive analytics, anomaly detection, and smarter automation. The U.S. market is at the forefront, with Europe close behind, driven by regulatory compliance and advanced analytics adoption.
Market Trends
Rapid integration of AI and machine learning with data platforms
Growth in cloud-native data lakes and hybrid storage models
Surge in real-time analytics and streaming data processing
Increased demand for data governance and compliance tools
Rising use of big data in fraud detection and risk management
Data-as-a-Service (DaaS) models gaining traction
Industry-specific analytics solutions becoming more prevalent
Market Scope
Big data’s footprint spans nearly every industry, with expanding use cases that enhance efficiency and innovation. The scope continues to grow with digital transformation and IoT connectivity.
Healthcare: Patient analytics, disease tracking, and personalized care
Finance: Risk modeling, compliance, and trading analytics
Retail: Consumer behavior prediction and inventory optimization
Manufacturing: Predictive maintenance and process automation
Government: Smart city planning and public service optimization
Marketing: Customer segmentation and campaign effectiveness
Forecast Outlook
The Big Data Market is on a strong growth trajectory as data becomes a core enterprise asset. Future success hinges on scalable infrastructure, robust security frameworks, and the ability to translate raw data into strategic value. Organizations investing in modern data architectures and AI integration are best positioned to lead in this evolving landscape.
Access Complete Report: https://www.snsinsider.com/reports/big-data-market-2817 
Conclusion
In an increasingly digital world, the Big Data Market is not just a technology trend—it’s a critical engine of innovation. From New York to Berlin, enterprises are transforming raw data into competitive advantage. As the market matures, the focus shifts from volume to value, rewarding those who can extract insights with speed, precision, and responsibility.
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hawkstack · 1 month ago
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Integrating ROSA Applications with AWS Services (CS221)
As cloud-native architectures become the backbone of modern application deployments, combining the power of Red Hat OpenShift Service on AWS (ROSA) with native AWS services unlocks immense value for developers and DevOps teams alike. In this blog post, we explore how to integrate ROSA-hosted applications with AWS services to build scalable, secure, and cloud-optimized solutions — a key skill set emphasized in the CS221 course.
🚀 What is ROSA?
Red Hat OpenShift Service on AWS (ROSA) is a managed OpenShift platform that runs natively on AWS. It allows organizations to deploy Kubernetes-based applications while leveraging the scalability and global reach of AWS, without managing the underlying infrastructure.
With ROSA, you get:
Fully managed OpenShift clusters
Integrated with AWS IAM and billing
Access to AWS services like RDS, S3, DynamoDB, Lambda, etc.
Native CI/CD, container orchestration, and operator support
🧩 Why Integrate ROSA with AWS Services?
ROSA applications often need to interact with services like:
Amazon S3 for object storage
Amazon RDS or DynamoDB for database integration
Amazon SNS/SQS for messaging and queuing
AWS Secrets Manager or SSM Parameter Store for secrets management
Amazon CloudWatch for monitoring and logging
Integration enhances your application’s:
Scalability — Offload data, caching, messaging to AWS-native services
Security — Use IAM roles and policies for fine-grained access control
Resilience — Rely on AWS SLAs for critical components
Observability — Monitor and trace hybrid workloads via CloudWatch and X-Ray
🔐 IAM and Permissions: Secure Integration First
A crucial part of ROSA-AWS integration is managing IAM roles and policies securely.
Steps:
Create IAM Roles for Service Accounts (IRSA):
ROSA supports IAM Roles for Service Accounts, allowing pods to securely access AWS services without hardcoding credentials.
Attach IAM Policy to the Role:
Example: An application that uploads files to S3 will need the following permissions:{ "Effect": "Allow", "Action": ["s3:PutObject", "s3:GetObject"], "Resource": "arn:aws:s3:::my-bucket-name/*" }
Annotate OpenShift Service Account:
Use oc annotate to associate your OpenShift service account with the IAM role.
📦 Common Integration Use Cases
1. Storing App Logs in S3
Use a Fluentd or Loki pipeline to export logs from OpenShift to Amazon S3.
2. Connecting ROSA Apps to RDS
Applications can use standard drivers (PostgreSQL, MySQL) to connect to RDS endpoints — make sure to configure VPC and security groups appropriately.
3. Triggering AWS Lambda from ROSA
Set up an API Gateway or SNS topic to allow OpenShift applications to invoke serverless functions in AWS for batch processing or asynchronous tasks.
4. Using AWS Secrets Manager
Mount secrets securely in pods using CSI drivers or inject them using operators.
🛠 Hands-On Example: Accessing S3 from ROSA Pod
Here’s a quick walkthrough:
Create an IAM Role with S3 permissions.
Associate the role with a Kubernetes service account.
Deploy your pod using that service account.
Use AWS SDK (e.g., boto3 for Python) inside your app to access S3.
oc create sa s3-access oc annotate sa s3-access eks.amazonaws.com/role-arn=arn:aws:iam::<account-id>:role/S3AccessRole
Then reference s3-access in your pod’s YAML.
📚 ROSA CS221 Course Highlights
The CS221 course from Red Hat focuses on:
Configuring service accounts and roles
Setting up secure access to AWS services
Using OpenShift tools and operators to manage external integrations
Best practices for hybrid cloud observability and logging
It’s a great choice for developers, cloud engineers, and architects aiming to harness the full potential of ROSA + AWS.
✅ Final Thoughts
Integrating ROSA with AWS services enables teams to build robust, cloud-native applications using best-in-class tools from both Red Hat and AWS. Whether it's persistent storage, messaging, serverless computing, or monitoring — AWS services complement ROSA perfectly.
Mastering these integrations through real-world use cases or formal training (like CS221) can significantly uplift your DevOps capabilities in hybrid cloud environments.
Looking to Learn or Deploy ROSA with AWS?
HawkStack Technologies offers hands-on training, consulting, and ROSA deployment support. For more details www.hawkstack.com 
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