#Generative AI: How to Manage Risks and Opportunities
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What is Generative AI in Risk and Compliance?
With AI evolving rapidly, businesses must ensure compliance while managing risks effectively. Generative AI in risk and compliance is reshaping how organizations detect fraud, assess risks, and adhere to regulations. But what exactly does it mean, and why should professionals consider certifications like an AI risk management certification? Letâs break it down!
Understanding Generative AI in Risk & Compliance
Generative AI can analyze vast amounts of data, identify anomalies, and predict risks before they escalate. Whether itâs financial fraud detection or regulatory reporting, AI is revolutionizing compliance processes. This is why professionals are now seeking AI compliance certification to stay ahead.
How Can Generative AI Improve Risk & Compliance?
â
Automated Risk Assessments â AI can streamline risk evaluations, saving companies time and reducing human errors. â
Regulatory Compliance â AI in regulatory compliance certification ensures professionals understand how AI aligns with legal frameworks. â
Fraud Detection & Prevention â AI-powered tools can identify suspicious transactions and prevent financial crimes.
Top Certifications for AI Risk & Compliance Professionals
1. AI Risk Management Certification
This certification helps professionals develop expertise in AI-driven risk assessments and mitigation strategies.
2. AI Compliance Certification
An AI compliance officer training program prepares professionals to implement AI solutions within regulatory frameworks.
3. Generative AI Training for Risk Professionals
For those in compliance, this training covers Generative AI applications in compliance, fraud detection, and governance.
4. Generative AI in Risk & Compliance Training Course
This course is designed for professionals looking to master Generative AI: How to Manage Risks and Opportunities within corporate settings.
Why Get Certified in AI Risk & Compliance?
đ Stay Ahead of AI Regulations â Compliance laws are evolving, and AI expertise is in demand. đ Improve Risk Management Skills â Learn risk management AI tools certification to handle AI-related risks effectively. đŒ Boost Career Opportunities â Certified professionals have a competitive edge in governance and compliance roles.
Are you ready to take the next step in AI-driven risk management?
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Contact : +41444851189
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I love to hear more of your headcanons on Bo in Mafia AU! Also what would happen if Bo's puppy doesn't want to be his in that AU?
It's been a while since I touched on the Mafia AU hasn't it? And that was before I created my version of Bo's puppy, Barbie too. This ask does make me wonder how their interaction might go in this AU.
In the main universe, Barbie's attraction towards Bo, at least at the start, was pretty shallow, all things considered. He was more like a fun adult toy that she grew fond of until eventually that fondness grew into genuine love. It's hard to blame her though, since he quite literally is a toy. She pretty much treated him like many people treat AI bots - a fun diversion, but nothing to take seriously. It was only when he forced her to realize that his feelings are just as real as hers that she truly saw him as a person.
Barbie is a self-proclaimed misanthrope. She's not fond of humanity in general. She can't stand noisy places or being in crowds. It takes a while for her to warm up to people, which leaves her with few people she cares about outside of her immediate family. It's also why she's very fierce if someone hurts her family. Fictional relationships were the closest thing she was interested in when it came to romantic or sexual pursuits.
In the Mafia AU, Bo is an actual human being, even if he's got some pretty distinct canine features. More than that, he's a wise guy working for a mafia boss (Jack); not really someone who is safe for normal people to get involved with. Add in Barbie's default mistrust of people, and Bo in this universe is going to have a steep uphill battle to overcome in order to win his puppy's heart.
Since I've started fleshing out the King family more, it would be good to reexamine their roles in this Aphrodesia-influenced AU, don't you think? It'll be especially interesting to consider how they'll react to Alice being kidnapped by a human trafficking ring, and the scars that incident left behind on her when she finally sees them again.
Content warnings: this post will contain mentions of violence, torture, human trafficking, SA, drugs, and sex. Overall I'll try to keep any uncomfortable descriptions to a minimum, and ramp up the spice where I can. Remember, Something's Wrong with Sunny Day Jack, DachaBo, and Aphrodesia are all stories for Adults Only. NSFW elements will be touched on!
Traffic Stop
The broad strokes of the AU are basically the same as from the first post. Alice and her family originally lived a normal, happy life, far and away from the crime-invested city of St. Valen's. She and Ian grew up as childhood friends. Things seemed to be going down the same route it did in the regular universe, with puppy love developing between them that might turn into something more.
The divergence happened when they were both still in high school. There was a person going around their school, looking for acting talent. It was somewhat shady. Alice wasn't sure about going, but Ian wanted, no, needed to seize the opportunity to achieve his dream. The talent scout remarked that he had a nice face, both of them did. They would go far. They just had to audition.
It was flattery that Ian couldn't resist.
Of course Ian's mom wasn't going to let him do such a thing, so they had to sneak out. Ian didn't want to risk his mom finding out from her parents, so he convinced Alice to lie to her parents that they'd be out with friends.
As you might suspect already, this audition was a trap sprung by human traffickers. They pick young and vulnerable people who look like they can't fight back, lure them someplace isolated, nab them, and ship them off someplace to be sold for, well, less than savory purposes. While initially both of them were caught in the trap, Alice managed to help Ian escape.
Ian's greatest regret was that he ran away, that he didn't stay to rescue Alice like she did him. Even though she told him to run, to get help, Ian still felt like a coward. It was made worse when by the time he returned with authorities, the traffickers were already gone.
Needless to say, this incident still haunts Ian to the present day, crushing him under the weight of his guilt.
This incident replaces the cheating Ian does in the main universe, and Alice being trafficked replaces the SA incident she went through. While Alice mercifully didn't get SA'd during the trafficking, she was a victim of a "red room" after being taken and sold in St. Valen's. A "red room," for those unaware, is a type of livestream on the dark web, where innocent victims are tortured according to an audience's bids.
I won't go into detail about all the horrors Alice experienced, since the scars speak for themselves. Fortunately, she managed to be clever and lucky enough to escape. Luckier still, she managed to stumble into a member of the Sunny Family, and said family just happened to have a vendetta against the gang that was behind the trafficking.
St. Valens is full of people who showed up out of nowhere, and others who don't ask or care where they came from. There's plenty of corruption, people looking the other way, and shady deals going on. The Sunny Family might be relatively better than most crime families, but at the end of the day, they're pretty shady. They helped her out by rescuing her, even paying her hospital bills and taking her under their wing, so now she owed them.
Alice could contact her family, have them pay back her hefty debt... or she, now an 18 year old adult, could do some favors for the family. Her medical bills were insane - St. Valen's isn't exactly kind to the less fortunate when it comes to medical care - it would bankrupt her family.
It was a classic hustle, presenting a vulnerable person like Alice with potentially devastating consequences, or an out by someone who is wearing a kind and smiling face. I'm inclined to have that representative of kindness from the family be Mama Shine, who was so kind and empathetic, just wanting to help Alice after she went through so much. Working for them wouldn't be that big a deal, especially since they were the ones who rescued her and all the other trafficking victims...
That's the classic Sunny Family con. They smile, act kind, extend their gloved hands to help, offering salvation to poor souls down on their luck. They are then indebted to the family. They need the family. Alice needed a prescription of drugs that they could give to her regularly for all her pain, far cheaper than the healthcare system would.
Shine had taken an interest in Alice, helping her while she was rehabilitated in the hospital. She could've been the one who Alice ran into that night when bloody and desperate for help. Shine is so caring, just like Alice's mother, having that same warm motherly aura. So trustworthy and kind...
It was a far less violent trap that ensnared Alice a second time into this world of crime, but this time she didn't realize the cage was around her, or that she couldn't leave it, until she was in far, far too deep. Her vulnerability was exploited, and she signed a contract that she shouldn't.
The King family were so relieved when Alice finally contacted them... but confused when she told them she couldn't go home. She was receiving medical treatment and needed to stay in the city, and she had debts to pay...
Naturally, her family isn't going to take this without a fight. The King family immediately took a road trip to St. Valen's to see Alice at the hospital.
Lycoris is a fierce mama bear, and she was enraged when Alice was kidnapped, doing everything in her power to find her baby. So despite Shine acting kind and friendly, she was ready to throw down from the word go. Lycoris is a small lady, but she can be very scary, though, sadly, not as scary as an entire crime family.
None of the King family were happy with what had happened to Alice, the debt she had to repay, or that she had already signed a deceptively scary contract. However, the Sunny Family is the most dangerous crime family in the city for a reason, and the King family were in over their heads.
Not that the King family knew they were facing a crime family. The Sunny Family has a reputation to uphold after all. They're a family-run business. Many details were left out or unspoken, all to hide what was really going on behind their squeaky clean image.
The King family did involve the legal system, but that was a failure. The Sunny Family owns the police in St. Valen's. The police just informed them that everything was legal, Alice is an adult who can make her own choices, and there's no better family to work for than the Sunny Family. Plus, Alice was going to need the drug they provided for the rest of her life, so wasn't this a sweet deal anyway? They should just feel grateful that she was rescued. Not a lot of trafficked teens are...
In the end, the King family was powerless, and Alice became a member of the Sunny Family with a debt that seemed never ending.
Barbie vs the World
Needless to say, Barbie was pretty much spitting nails about the whole thing. Even if the Sunny Family was putting on a smiling face and rescued her older sister, so generously providing Alice with needed medical treatment for the foreseeable future, she raged against the entire situation. Unfortunately, being a teen younger than 18 at the time, she was left with a feeling helpless and frustrated. She raged at her parents for "giving up" on bringing Alice home safely even though they didn't have a choice.
Naturally, with Barbie not being the biggest fan of the Sunny Family, she's going to be wary of anyone working for them. Bo has quite the reputation in the city of St. Valens as their enforcer, so he's got quite a steep uphill climb to take if he wants to earn his puppy's love.
Barbie was already the type to play fast and loose with laws, and this entire affair killed all faith she had in the justice system. In the main universe, she's a programmer and hacker. In this universe, she focused more on the hacking aspect. She snuck behind her parents' back, doing very illegal things online to get more money to pay back the debt to the Sunny Family and free her big sister.
So, years later, while Alice gained experience in the Sunny Family as a sniper, Barbie became a skilled hacker, going by many aliases online. By her early/mid-twenties, she used a particular handle when making things difficult for the Sunny Family - Clown Killer. She became quite notorious among the Sunny Family, and a thorn in their side online.
Of course, Barbie had to prioritize not getting caught above any victory. If the Sunny Family knew that she was the one making things hard for them, it would put Alice in danger. Her primary focus with her hacking and other shady dealings online was to get money to repay the debt, but whenever they would just miss repaying the full amount, or something else tacked onto it to keep Alice in that debt, Barbie couldn't help but want to vent her frustrations as Clown Killer.
Barbie has learned quite a lot about the members of the Sunny Family, but could never quite gather enough evidence that would convict any of its bigger members. Their reputation was so squeaky clean. She especially had an axe to grind against Shine, who never once lost that "sweet and gentle" motherly aura while making it clear to her all those years ago that Alice wouldn't be coming home. She knew behind that sweet smile was a ruthless criminal, but she could never peel back that smiling mask to expose the truth.
The King parents are trying all they can to help Alice, saving up money on their side. They visit the city as often as they can to see her and offer support. If one of them could've taken her place, they would, but with Alice needing regular medical treatment from the city, and Shine taking a shine to her in particular... she was going to be stuck in the city no matter what.
Plus, there are other children in the King family who needed their parents too, Coraline especially. She also needed medical treatments... treatment that the Sunny Family offered to provide. In spite of the protests of her parents about adding to the debt, Alice wanted to help her little sister. Besides, the Sunny Family were treating her well... right?
Well, Alice insisted they did. Her family was already worried enough without knowing how how her job's "duties" slowly became a bit more involved over time, a bit more violent, and a lot more bloody.
Barbie did learn of some of the things Alice was hiding from them because of her hacking, and it infuriated her that her big sis was hiding secrets now too. Their parents told her to not worry about the debt, that it wasn't her responsibility, but fuck that! It's not Alice's responsibility either! She was the victim in all of this! The Sunny Family aren't a wholesome family running businesses, they're manipulative criminals, and Barbie is going to destroy them!
Although Barbie spends much of her time as a recluse, she does visit Alice in St. Valen's from time to time. It's how she crossed paths with a certain dog that the Sunny Family keeps on a tight leash.
The Sunny Family's Hunting Dog
As mentioned before, Bo is working for the Sunny Family as Jack's right hand man. He's an enforcer who enjoys his job. He especially enjoys the thrill of the chase, hunting down a target before brutalizing them up close and personal with his fists and fangs. Of course, he also knows how to handle a gun as well as a few other weapons. He also knows some unconventional means to torture someone if need be.
Bo has excellent hacking skills of his own, as a nod to his AI counterpart in the main universe, but he prefers to get hands on with his target whenever possible. He's aware of the hacker Clown Killer that's giving the Sunny Family some headaches, but they always evade his attempts to catch them in cyberspace, much to his frustration. They become something of a rival, his white whale that he's eager to conquer once and for all.
Not only does Bo have a lust for violence, he's also a very, very horny dog. He has slept around quite a lot, though his relationships never last. He never quite connects with anyone. He gets mistaken for only having a talent for senseless violence, the dumb muscle of the gang who is also is some good eye candy, when he's a lot smarter than his wild behavior might imply. There's a reason why he's Jack's second in command after all...
Alice intrigues Bo, simply because of how Jack is practically obsessed with her. In many ways, Jack is a rival of Bo's, being his "master" who he wants to one day be free of. Seeing Jack bend over backwards to win the heart of just some random sucker who got sweet talked into debt confuses the hell out of him. He wants to know what it is about Alice that draws Jack in... and if he can use that to his advantage.
Alice isn't a fan of Bo's constant teasing, and she hates the nickname of "squeaky toy" that he uses for her. It's in reference to how he loves to sneak up on her and startle her, causing her to squeak in surprise. Bo is really good at sneaking up on his prey, so her reaction is pretty fun.
Still, no matter how many times Bo pops in on Alice unexpectedly, he doesn't quite see what draws Jack in. Sure, she's surprisingly soft despite this hard life of crime, which is a novelty, but it's not something special. She's attractive, sure, but there's plenty just as attractive as her, if not more. He wants to dig deeper, interrogate her more, maybe even seduce her, but whenever he pushes just a little too far, Jack pulls on his metaphorical leash. Hard.
The intrigue keeps Bo coming back to ruffle Alice's feathers despite the risk. It's also why he suddenly pops up at Alice's place while Barbie is visiting one day.
Barbie is surprisingly tall compared to Alice, but Bo can see and smell the family blood between them. She's got these eyes that stand out - both of them blue and brown at the same time. She also has this cutting stare like she wants to carve open his guts. It's actually hilarious that a powderpuff from the suburbs could think she has a chance at even leaving a scratch on an alpha like him. It intrigues him enough to have a little fun teasing her as well.
Barbie shuts down Bo's flirting instantly. It trips him up a bit, as Bo knows he's a good looking guy. He's not used to being turned down in such a harsh manner, especially by someone as powerless as a puppy. He'd be offended if it wasn't so ridiculous.
When Barbie learns that Bo works with Alice, and as such is part of the Sunny Family, her dislike turns into outright hostility. She's not even hiding it either, though Alice rushes in to keep the conversation more or less civil.
After leaving the apartment, Bo decided to case the place until Barbie left. He wanted to tease her a little, scare this spoiled little pampered suburban pet before she barks at someone big and nasty who is more than ready to bite back. Despite his attempts to intimidate her, Barbie didn't even flinch, even when he made a subtle threat, just to see how she would react. Not even that shook her resolve. In fact, she warned him that if he hurt Alice, hell would feel like a sunny vacation spot compared to what she would do to Bo and the rest of the damned Sunny Family.
The threat tickled Bo instead of intimidating him, and Barbie fumed at the way he laughed her off.
It was in that exchange that Bo found himself a new toy to tease. He called Barbie puppy whenever he encountered her. She barked big, but she had no idea just how tiny and helpless she really was compared to him in his eyes. It was cute really, and he found great delight in teasing her.
However, though Bo was amused by their banter, Barbie was anything but. His teasing just made her hate him all the more.
A Hungry Dog
Over time Bo's attraction towards Barbie grows. He stops flirting with Alice, though he still teases her, mostly to learn more about Barbie and how he might win Barbie over. He feels less satisfied with the people he sleeps around with, thinking of Barbie more. He even starts imagining that it's her he's sleeping with, which kills the moment for him and leaves him feeling unfulfilled and horny.
At some point during this, Bo finds out the identity of the infamous Clown Killer. It's surprising, but so fitting that he can't help but laugh when he realizes it's none other than his puppy. My, my, such a naughty puppy too, getting up to so much mischief. It'd be a shame to let anyone else know. Then he wouldn't be able to play with her more.
It's that realization that his greatest rival is the woman who has been intriguing him that turns his attraction into downright obsession. Bo wants to conquer Barbie in every sense of the word, tame this wild puppy and make her whimper and beg for his loving touch.
Bo has obscene fantasies about the various ways he can conquer and tame Barbie. It's the more extreme side of the lines from the game, where he wants her on his leash, to be at his beck and call, ready for him whenever he wants her. (Which quickly becomes all the time, really. The man is so horny he makes Jack seem reserved.) He wants her always by his side, in his lap, hot and whining for him, begging him to take her in every one of her pretty little holes like the dirty puppy he knows that she really is. He wants to make her see that she's powerless before him and beg him to take her, to protect her. Only he can have her.
Unfortunately for Bo, Barbie isn't someone who is turned on by a self-proclaimed alpha asshole who teases her just because he's good looking and desires her. Every time he tries to proposition her or seduce her, he gets rejected, much to his increasing frustration.
It brings out Bo's yandere side more and more. He tries different schemes to win Barbie over. He would use his power and influence to impress her, make her see how much he can provide for her. He tries to show off how good looking he is, entice her to at least want his body if nothing else.
Barbie doesn't want any of it. She knows there are strings attached to anything Bo offers her. The only thing she wants is for the Sunny Family to let Alice go and never, ever bother her or the rest of their family ever again.
Sadly, that's the one thing Bo can't influence with his pull, even if he was willing to let Barbie go. Jack isn't ever going to let Alice go. Worse, he can't even pretend he's going to try and separate them, not when Alice starts dating Jack.
Barbie doesn't buy that Alice is happy with Jack. She doesn't buy Jack's super nice and generous millionaire sweetheart from a sappy romance novel schtick. After everything she's gone through to save her sister from that damn Sunny Family, there's no way Barbie is just letting Alice stay with them.
Jack is just another smiling liar, just like his mother Shine who talked Alice into signing that contract in the first place.
Bo can use this hatred for Jack though. He can try to show Barbie that he's on her side, that while he works for Jack, that doesn't mean he wants to stay a part of the Sunny Family.
In spite of Barbie's hatred, she did have encounters with Bo where he showed his softer side. St. Valen's is a dangerous place, especially for someone who has never killed before. Barbie resents being in Bo's debt even as she's grateful when he saves her life. Bo had Barbie squares away this debt with dates, which she very reluctantly accepted with the stipulation that he never touches her unless she explicitly gives him permission.
On these dates, Bo tries taking a play from Jack's book and acting more polite, more gentle with Barbie. It doesn't win her over, since she doesn't trust it, but she's not as openly hostile. Barbie also uses these dates as an attempt to sneak info on the sly that she could use against the family. It's kind of cute to Bo, that she thinks she's so slick, but she's a lot better at hiding her real motives online than she is in person. She has such a lousy poker face.
But it's cute too that she doesn't hide her real feelings. The more time Bo spends with Barbie, the more he wants her. Her scent is so appealing, so delicious. He wants to nibble on her skin, or at least get just a little lick. It's almost like she was made to drive him crazy. She's so fierce, so loyal to her family, and so in over his head. The small moments that he gets in past her walls where she softens to him, just a little, oh that makes his hope burn brighter, hotter.
Still, for every step closer he takes, something seems to pull them apart again. Usually that something is Bo and the criminal life he lives with the Sunny Family.
Puppy Love
Before Bo realizes it, he is helplessly in love, completely obsessed. It's Jack who infuriatingly points out to him that Barbie has become his weakness. Despite Bo insistence on being a lone wolf that doesn't need anybody, he is desperate to make Barbie, that grumpy barking puppy, his mate.
Which works in Jack's favor. After all, if Alice's family gets closer to his family, then she won't ever want to leave. He can also have Bo indebted to him for helping Bo win over the untamed heart of Barbie.
Barbie isn't going to make it easy for Bo, even with Jack's help. Like Alice, Barbie is on the aroace spectrum. She has to trust Bo in order to start developing real feelings for him, and it's going to take a lot of effort to get her to trust him.
Also, Barbie is the type to take charge. In the main universe, she's the one who holds Bo's leash. He might be the alpha dog, but he bows down at her feet. I imagine until she can feel secure in her dominance over Bo and trust that his love for her is stronger than his allegiance to the Sunny Family, she's not going to feel anything remotely close to attraction when it comes to him.
Still, Barbie and Bo are one of my ships, and it'd be a shame if they didn't eventually sail, even in this darker AU. It's just going to be a very slow burn.
It'll burn even slower if Bo gives in to his frustration and yandere impulses to force his puppy to stay with him. Only by rolling over and showing his soft belly will he stand a chance of seeing Barbie's softer side as well.
A bad end to their storyline would no doubt be Bo forcing Barbie to be his, through blackmail, debt, or both. Even in that situation, she wouldn't simply just submit. Trying to overpower her isn't going to win Barbie's love. Instead it'll just make her bear her fangs and fight back even more. The harder he forces her, the more desperately she fights, and the closer he pushes them both to their mutual destruction.
Of course, I'm a sucker for happy endings. So while Barbie isn't going to make it easy for Bo, I do like the idea that in spite of everything, Bo manages to slowly show her there's more to him than a blood-thirsty, horny killer. He's someone who loves deeply, is loyal, and would do anything to please her. His love for her is more real and pure than anything else he found in the city of St. Valen's, and despite all his dreams of becoming top dog, there's nothing he wants more than to be loved by his puppy.
Bo might hate to be on a leash, but he'll find it's not so bad when Barbie is the one holding onto it instead of Jack. In fact, when she's confidently in charge, she'll be a lot more inclined to reward her big bad alpha dog with some treats.
Oh, and naturally, Bo wouldn't be Bo without his breeding/seeding fetish. Once he and Barbie finally get together, he's going to want to knock her up immediately with his pups. He never gave serious thought about having kids before, but that's only because he never found someone he wanted as his mate before. He really hopes the pups his puppy gives him will have her pretty heterochromatic eyes.
I think we can wrap things up there for now. I hope you enjoyed another visit to this multi-crossover mafia AU. Let me know if you want to hear even more about this AU or any of my other story ideas and characters.
@channydraws @earthgirlaesthetic @sai-of-the-7-stars @cheriihoney @illary-kore @okamiliqueur @kurokrisps
#Sunny Day Jack#Something's Wrong With Sunny Day Jack#SunnyDayJack#DachaBo#Aphrodesia#sdj#swwsdj#Headcanon Ramblings#My Art#Mafia AU
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Stackpack Secures $6.3M to Reinvent Vendor Management in an AI-Driven Business Landscape
New Post has been published on https://thedigitalinsider.com/stackpack-secures-6-3m-to-reinvent-vendor-management-in-an-ai-driven-business-landscape/
Stackpack Secures $6.3M to Reinvent Vendor Management in an AI-Driven Business Landscape


In a world where third-party tools, services, and contractors form the operational backbone of modern companies, Stackpack has raised $6.3 million to bring order to the growing complexity.
Led by Freestyle Capital, the funding round includes support from Elefund, Upside Partnership, Nomad Ventures, Layout Ventures, MSIV Fund, and strategic angels from Intuit, Workday, Affirm, Snapdocs, and xAI.
The funding supports Stackpackâs mission to redefine how businesses manage their expanding vendor networksâan increasingly vital task as organizations now juggle hundreds or even thousands of external partners and platforms.
Turning Chaos into Control
Founded in 2023 by Sara Wyman, formerly of Etsy and Affirm, Stackpack was built to solve a problem she knew too well: modern companies are powered by vendors, yet most still track them with outdated methodsâspreadsheets, scattered documents, and guesswork. With SaaS stacks ballooning and AI tools proliferating, unmanaged vendors become silent liabilities.
âCompanies call themselves âpeople-first,â but in reality, theyâre becoming âvendor-first,ââ said Wyman. âThere are often 6x more vendors than employees. Yet thereâs no system of record to manage that shiftâuntil now.â
Stackpack gives finance and IT teams a unified, AI-powered dashboard that provides real-time visibility into vendor contracts, spend, renewals, and compliance risks. The platform automatically extracts key contract terms like auto-renewal clauses, flags overlapping subscriptions, and even predicts upcoming renewals buried deep in PDFs.
AI That Works Like a Virtual Vendor Manager
Stackpackâs Behavioral AI Engine acts as an intelligent assistant, surfacing hidden cost-saving opportunities, compliance risks, and critical dates. It not only identifies inefficienciesâit takes action, issuing alerts, initiating workflows, and providing recommendations across the vendor lifecycle.
For instance:
Renewal alerts prevent surprise charges.
Spend tracking identifies underused or duplicate tools.
Contract intelligence extracts legal and pricing terms from uploads or integrations with tools like Google Drive.
Approval workflows streamline onboarding and procurement.
This brings the kind of automation once reserved for enterprise procurement platforms like Coupa or SAP to startups and mid-sized businessesâat a fraction of the cost.
A Timely Solution for a Growing Problem
Vendor management has become a boardroom issue. As more companies shift budgets from headcount to outsourced services, compliance and financial oversight have become harder to maintain. Stackpackâs early traction is proof of demand: just months after launch, itâs managing over 10,500 vendors and $510 million in spend across more than 50 customers, including Every Man Jack, Rho, Density, HouseRx, Fexa, and ZeroEyes.
âThe CFO is the one left holding the bag when things go wrong,â said Brandon Lee, Accounting Manager at BizzyCar. âStackpack means we donât have to cross our fingers every quarter.â
Beyond Visibility: Enabling Smarter Vendor Decisions
Alongside its core platform, Stackpack is launching Requests & Approvals, a lightweight tool to simplify vendor onboarding and purchasing decisionsâcurrently in beta. The feature is already attracting customers looking for faster, more agile alternatives to traditional procurement systems.
With a long-term vision to help companies not only manage but discover and evaluate vendors more strategically, Stackpack is laying the groundwork for a smarter, interconnected vendor ecosystem.
âEvery vendor decision carries legal, financial, and security consequences,â said Dave Samuel, General Partner at Freestyle Capital. âStackpack is building the intelligent infrastructure to manage these relationships proactively.â
The Future of Vendor Operations
As third-party ecosystems grow in size and complexity, Stackpack aims to transform vendor operations from a liability into a competitive advantage. Its AI-powered approach gives companies a modern operating system for vendor managementâone thatâs scalable, proactive, and deeply integrated into finance and operations.
âThis isnât just about cost controlâitâs about running a smarter company,â said Wyman. âManaging your vendors should be as strategic as managing your talent. Weâre giving companies the tools to make that possible.â
With fresh funding and a rapidly expanding customer base, Stackpack is poised to become the new standard for how modern businesses manage the partners powering their growth.
#2023#accounting#agile#ai#ai tools#AI-powered#alerts#amp#approach#automation#Behavioral AI#budgets#Building#Business#CFO#chaos#Companies#complexity#compliance#dashboard#dates#documents#EARLY#Ecosystems#employees#engine#enterprise#finance#financial#form
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China Recruitment Results 2025: Trends, Insights, and Analysis
 As the arena's second-biggest economy, China is still a primary player within the international exertions marketplace. The today's recruitment effects from 2025 display key trends and insights across industries, demographics, and regions. Companies, activity seekers, and policymakers alike can gain from know-how these shifts, as they replicate China's evolving economic landscape, expertise priorities, and marketplace demands.
Recruitment Process In ChinaÂ
1. Strong Recovery in Recruitment Activity
In 2025, Chinaâs recruitment market noticed a incredible rebound, following years of pandemic-associated disruptions and financial uncertainty. According to statistics from a couple of human resources and exertions market tracking agencies, general job openings in China increased through about 12% 12 months-on-12 months. This growth turned into frequently driven via sectors which include generation, renewable power, superior production, and modern-day offerings, which includes finance and healthcare.
The surge in recruitment pastime is basically attributed to Chinaâs push closer to monetary modernization and innovation, aligning with the governmentâs "14th Five-Year Plan" and its vision for incredible development. Furthermore, easing COVID-19 restrictions inside the past two years has revitalized domestic demand, especially in urban centers like Shanghai, Shenzhen, and Beijing, wherein expertise demand stays high.
2. Sector-by using-Sector Breakdown
Technology Sector
Chinaâs tech enterprise stays one in every of the most important recruiters in 2025, with hiring increasing with the aid of 15% in comparison to 2024. Companies running in regions such as synthetic intelligence (AI), semiconductor production, cloud computing, and 5G/6G network infrastructure are main the demand. In precise, the AI and automation sectors skilled document-breaking recruitment, as agencies throughout numerous industries put into effect virtual transformation techniques.
Manufacturing and New Energy
Advanced manufacturingâtogether with robotics, aerospace, and electric vehicles (EVs)ârecorded an eleven% uptick in hiring. With China striving to grow to be a global leader in EV production and inexperienced technology, recruitment in battery generation, renewable energy engineering, and environmental technology has also elevated. The expansion of sun and wind electricity initiatives in inland provinces which include Inner Mongolia and Xinjiang has opened new activity opportunities out of doors main metropolitan hubs.
Financial and Business Services
Financial offerings confirmed a moderate but consistent 7% increase in hiring, in particular in fintech, funding banking, and risk management roles. The fast adoption of virtual finance systems and the growth of inexperienced finance initiatives contributed to this upward fashion. Similarly, prison and compliance departments saw a surge in call for, as stricter regulatory requirements and international exchange dynamics precipitated corporations to strengthen their internal controls.
Healthcare and Life Sciences
Chinaâs growing old populace and the authorities's focus on enhancing healthcare infrastructure have boosted hiring within the medical and pharmaceutical sectors. Hospitals, biotech firms, and healthtech startups elevated recruitment via nine% yr-on-12 months. Special emphasis become placed on roles associated with scientific research, clinical trials, and public fitness management, reflecting China's ambitions to beautify its healthcare resilience.
Three. Regional Disparities in Recruitment
While Tier 1 towns like Beijing, Shanghai, Guangzhou, and Shenzhen hold to dominate in phrases of activity vacancies, there was a major uptick in hiring in Tier 2 and Tier 3 towns, which includes Chengdu, Hangzhou, Xiâan, and Suzhou. The governmentâs urbanization strategy and nearby improvement rules are riding this shift. Inland provinces and less-advanced regions are actually attracting extra investment, main to activity advent in industries along with logistics, e-trade, and smart production.
This geographic diversification is also related to the upward thrust of far off work, as agencies come to be more bendy in hiring talent from diverse locations. As a end result, skilled specialists are now not limited to standard financial hubs and are finding competitive possibilities in rising cities.
4. Recruitment Challenges: Skills Gaps and Talent Shortages
Despite the overall high quality recruitment results, several sectors pronounced continual demanding situations, specially regarding skills shortages in high-tech and specialised fields. For instance, the semiconductor enterprise keeps to stand a essential gap in skilled engineers and researchers, while the inexperienced electricity area is struggling to find sufficient skilled task managers and technical experts.
Soft abilties consisting of leadership, go-cultural communique, and trouble-fixing also continue to be in excessive demand, mainly as Chinese organizations make bigger their global operations. Talent shortage has led to accelerated competition among employers, riding up salaries for niche roles and prompting groups to make investments extra heavily in inner schooling and improvement packages.
Five. Demographic Shifts: Youth Employment and Aging Workforce
Youth employment remains a complicated problem in China. While job opportunities for younger graduates have grown along financial recuperation, excessive competition and high expectancies hold to pose demanding situations. The countrywide young people unemployment charge stood at about 14% in early 2025, slightly decrease than in 2024 but nonetheless a subject for policymakers.
In reaction, the authorities has expanded employment subsidies, vocational education initiatives, and entrepreneurship programs focused on young human beings. Additionally, more college students are choosing internships, apprenticeships, and industry-connected educational pathways to decorate employability earlier than commencement.
Meanwhile, the getting old group of workers provides its very own set of challenges. Industries including manufacturing, logistics, and healthcare are increasingly more searching out ways to preserve older employees through re-skilling applications and flexible work preparations.
6. Trends in Hiring Practices
Recruitment practices in China are evolving, with organizations leveraging AI-pushed recruitment equipment, virtual exams, and facts analytics to streamline hiring processes. Many organizations now prioritize candidate experience, the use of era to lessen time-to-lease and improve engagement at some point of the recruitment cycle.
Campus recruitment remains a key approach for principal agencies, mainly in sectors which includes generation, finance, and engineering. However, there may be a developing desire for hiring candidates with realistic revel in, main to greater collaboration between universities and companies to offer industry-relevant guides and internships.
Diversity and inclusion are also gaining traction. Companies are increasingly dedicated to gender balance and hiring talent from numerous backgrounds, which include ethnic minorities and worldwide candidates, specially within the tech and R&D sectors.
7. Outlook for 2025 and Beyond
Looking in advance, Chinaâs recruitment panorama is predicted to remain dynamic. The persisted improvement of emerging sectors consisting of quantum computing, biotechnology, smart towns, and the metaverse will create new employment opportunities, specially for skills with interdisciplinary ability sets.
Policy shifts, which includes similarly liberalization of the hard work market and supportive measures for small and medium corporations (SMEs), may also stimulate job advent. Additionally, the emphasis on sustainable improvement and digital innovation is in all likelihood to reshape hiring priorities, with an growing awareness on inexperienced jobs and virtual literacy.
However, geopolitical uncertainties, change tensions, and worldwide monetary fluctuations will remain key elements influencing Chinaâs hard work marketplace within the close to destiny. Businesses and activity seekers alike will need to stay agile, adapting to changing financial situations and technological advancements.
#Recruitment Process In China#12th pass students apply#college pass students apply china government recruitment result
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STON.fi x Wisdomise: A New Era of Smart DeFi Trading

The decentralized finance (DeFi) landscape is rapidly evolving, and staying ahead requires innovation, efficiency, and accessibility. STON.fi, the leading decentralized exchange (DEX) on The Open Network (TON), continues to push boundaries, and the latest integration with Wisdomise is another leap forward.
This partnership redefines how traders interact with DeFi, bringing automation, AI-powered insights, and seamless liquidity access into one powerful ecosystem.
Unlocking a Smarter Trading Experience
For many traders, the biggest challenge is timing the market. Buying too early or too late, failing to set stop losses, or missing key trends can significantly impact profits. The STON.fi x Wisdomise integration eliminates this burden, making trading smarter, automated, and more precise.
With this integration, traders now have access to:
AI-powered automation â No more manually monitoring the market 24/7. The system executes trades based on data-driven insights.
Multi-position strategies â Trade multiple assets at once, diversifying risk and maximizing opportunities.
Advanced risk management â Take Profit and Stop Loss features help protect capital while optimizing gains.
Direct access to STON.fi liquidity â Trade seamlessly within Wisdomise without additional complexities.
This means traders can now focus on strategy, while the AI handles execution, risk management, and market tracking.
Wisdomise Auto Trader Launch Tournament â $10,000 in Prizes!
To celebrate this game-changing integration, Wisdomise is hosting an Auto Trader Launch Tournament with a $10,000 prize pool.
Traders who use the platform and generate the highest trading volume will secure rewards, including USDt payouts and Wisdomise Pro+ subscriptions.
For those looking to test their trading strategies while earning extra rewards, this is a huge opportunity.
STON.fiâs Dominance in the TON Ecosystem
This integration is another milestone in STON.fiâs unmatched growth as the leading DEX on TON. The numbers tell the story:
$5+ billion in total trading volumeâthe highest of any DEX on TON.
4 million+ unique wallets, representing 81% of all DEX users in the TON ecosystem.
25,800+ daily active users, with 16,000+ making multiple transactions daily.
8,000+ new users joining the platform daily, marking record-breaking adoption.
700+ trading pairs actively transacted every day.
And beyond the daily activity:
$425,000,000 â Average monthly trading volume in 2024.
$370,000,000 â Peak total value locked (TVL).
50x-80x increase in both trading volume and TVL over the past year.
$5.2 billion+ total trading volume to date.
20 million+ total transactions processed.
These arenât just numbers; they are proof of STON.fiâs leadership, reliability, and adoption within the DeFi space.
The Future of Trading Starts Now
The integration of STON.fi and Wisdomise represents a major step forward for traders who seek automation, efficiency, and deeper market access. The power of AI-driven trading combined with the deep liquidity of STON.fi creates a smarter, more profitable trading experience.
đ Start trading now with STON.fi on Wisdomise and unlock a new level of DeFi trading!
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The Biden administrationâs approach to the governance of artificial intelligence (AI) began with the Blueprint for an AI Bill of Rights, released in October 2022. This framework highlighted five key principles to guide responsible AI development, including protections against algorithmic bias, privacy considerations, and the right to human oversight.
These early efforts set the tone for more extensive action, leading to the release of the Executive Order on Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence, or the White House EO on AI, on October 30, 2023. This EO marked a critical step in defining AI regulation and accountability across multiple sectors, emphasizing a âwhole-of-governmentâ approach to address both opportunities and risks associated with AI. Last week, it reached its one-year anniversary. Â
The 2023 Executive Order on Artificial Intelligence represents one of the U.S. governmentâs most comprehensive efforts to secure the development and application of AI technology. This EO set ambitious goals aimed at establishing the U.S. as a leader in safe, ethical, and responsible AI use. Specifically, the EO directed federal agencies to address several core areas: managing dual-use AI models, implementing rigorous testing protocols for high-risk AI systems, enforcing accountability measures, safeguarding civil rights, and promoting transparency across the AI lifecycle. These initiatives are designed to mitigate potential security risks and uphold democratic values while fostering public trust in the rapidly advancing field of AI. Â
To recognize the one-year anniversary of the EO, the White House released a scorecard of achievements, pointing to the elevated work of various federal agencies, the voluntary agreements made with industry stakeholders, and the persistent efforts made to ensure that AI benefits the global talent market, accrues environmental benefits, and protectsânot scrutinizes or dislocatesâAmerican workers.
One example is the work of the U.S. AI Safety Institute (AISI), housed in the National Institute of Standards and Technology (NIST), which has spearheaded pre-deployment testing of advanced AI models, working alongside private developers to strengthen AI safety science. The AISI has also signed agreements with leading AI companies to conduct red-team testing to identify and mitigate risks, especially for general-purpose models with potential national security implications.
In addition, NIST released Version 1.0 of its AI Risk Management Framework, which provides comprehensive guidelines for identifying, assessing, and mitigating risks across generative AI and dual-use models. This framework emphasizes core principles like safety, transparency, and accountability, establishing foundational practices for AI systemsâ development and deployment. And just last week, the federal government released the first-ever National Security Memorandum on Artificial Intelligence, which will serve as the foundation for the U.S.âs safety and security efforts when it comes to AI.Â
The White House EO on AI marks an essential step in shaping the future of U.S. AI policy, but its path forward remains uncertain with the pending presidential election. Since much of the work is being done by and within federal agencies, its tenets may outlive any possible repeal of the EO itself, ensuring the U.S. stays relevant in the development of guidance that balances the promotion of innovation with safety, particularly in national security. However, the EOâs long-term impact will depend on the willingness of policymakers to adapt to AIâs rapid development, while maintaining a framework that supports both innovation and public trust. Regardless of who leads the next administration, navigating these challenges will be central to cementing the U.S.âs role in the AI landscape on the global stage.Â
In 2023, Brookings scholars weighed in following the adoption of the White House EO. Hereâs what they have to say today around the one-year anniversary.
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đ€ AI-Driven Financial Decision-Making: How Artificial Intelligence Is Transforming Business Finance in 2025
In todayâs data-driven world, AI-driven financial decision-making is no longer a future conceptâitâs a competitive advantage thatâs reshaping the business landscape in 2025. From automated budgeting to predictive analytics and machine learning in financial forecasting, artificial intelligence is helping companies make smarter, faster, and more strategic financial decisions.

đ What Is AI-Driven Financial Decision-Making?
AI-driven financial decision-making is the process of using artificial intelligence algorithms, data analytics, and machine learning models to improve financial planning, forecasting, budgeting, and strategy development.
It empowers businesses to:
Automate repetitive financial tasks
Make real-time data-driven decisions
Reduce human error in forecasting
Identify cost-saving opportunities
Optimize cash flow and resource allocation
đ Why AI Is Transforming Business Finance in 2025
With economic uncertainty, inflation pressure, and rapidly changing markets, business leaders are seeking ways to adapt quickly. AI provides the tools to analyze complex financial data, predict future trends, and recommend optimal actions with unmatched speed and precision.
Google Keyword Used:Â AI in business finance
đ§ Key Applications of AI in Financial Decision-Making
1. AI-Powered Budgeting Tools
AI algorithms can analyze past spending behavior, project future expenses, and automatically generate adaptive budgets based on company performance or market shifts.
Keyword Phrase:Â AI-powered budgeting
2. Predictive Analytics for Financial Forecasting
Using machine learning for financial forecasting, AI can detect patterns in large datasets to predict future revenue, cash flow trends, and risk exposure.
Google Keyword:Â machine learning financial forecasting
3. Risk Management and Fraud Detection
AI tools can spot anomalies, monitor transactions in real-time, and flag suspicious activities, helping businesses reduce financial fraud and prevent costly risks.
Related Keyword:Â AI in financial risk management
4. AI-Powered Investment Strategies
Businesses can now use AI to build intelligent investment portfolios, analyze market data, and make trades based on real-time signals and risk profiles.
Search Trigger:Â AI for investment decision making
5. Automated Financial Reporting
AI automates data collection, categorization, and report generationâsaving accounting teams hours of manual work and increasing accuracy.
Trending Keyword:Â AI financial reporting automation
6. Strategic Decision-Making in Corporate Finance
AI supportsïżœïżœcorporate strategy by evaluating millions of data points, modeling financial scenarios, and recommending strategic moves based on ROI and financial KPIs.
Keyword Phrase:Â artificial intelligence in corporate strategy
đ Benefits of AI in Financial Planning
Faster and more accurate decisions
Improved cash flow management
Real-time reporting and KPI tracking
Enhanced fraud protection
Better resource allocation and ROI insights
Google Search Intent:Â benefits of AI in financial decision making
â ïž Challenges and Considerations
Despite the promise, businesses must approach AI implementation thoughtfully:
Data quality matters:Â Poor data leads to poor AI output
Security and compliance risks must be addressed
Initial cost of AI integration may be high
Human oversight is still essential
Search Term:Â challenges of AI in finance
đ AI Financial Tools to Explore in 2025
QuickBooks + AI modules for smart bookkeeping
Fyle for expense management with AI
Planful and Prophix for AI-driven financial planning
Kavout and AlphaSense for AI investment research
đ§ Real-World Use Case
A mid-sized manufacturing firm used AI to forecast supply chain costs and optimize budgeting, resulting in a 12% increase in operating profit and 40% reduction in unnecessary expendituresâall powered by predictive modeling and real-time data.
Need Personal Or Business Funding? Prestige Business Financial Services LLC offer over 30 Personal and Business Funding options to include good and bad credit options. Get Personal Loans up to $100K or 0% Business Lines of Credit Up To $250K. Also credit repair and passive income programs.
Book A Free Consult And We Can Help -Â https://prestigebusinessfinancialservices.com
Email - [email protected]
đ Final Thoughts: AI Is the CFO's New Best Friend
In 2025, businesses that embrace AI-driven financial decision-making will not only cut costs but also make smarter investments, forecast more accurately, and drive long-term growth.
If you're still relying on spreadsheets and manual reports, now is the time to explore how artificial intelligence can revolutionize your financial strategy.
Need Personal Or Business Funding? Prestige Business Financial Services LLC offer over 30 Personal and Business Funding options to include good and bad credit options. Get Personal Loans up to $100K or 0% Business Lines of Credit Up To $250K. Also credit repair and passive income programs.
Book A Free Consult And We Can Help -Â https://prestigebusinessfinancialservices.com
Email - [email protected]
đ Key Takeaways:
AI simplifies and strengthens business financial decisions
Predictive analytics, budgeting tools, and automation save time and money
Risks exist, but benefits far outweigh them with proper planning
Start small with AI tools and scale as you gain confidence
Prestige Business Financial Services LLC
"Your One Stop Shop To All Your Personal And Business Funding Needs"
Website-Â https://prestigebusinessfinancialservices.com
Email - [email protected]
Phone- 1-800-622-0453
#AI in business finance#AI-powered budgeting#AI for investment decision making#AI financial reporting automation#machine learning financial forecasting#AI in financial risk management
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Transforming Business Intelligence: Why LLM Integration is a Game-Changer

In todayâs fast-paced business world, data is your most valuable assetâbut only if you know how to use it. Many businesses struggle with making sense of vast amounts of information, leading to missed opportunities and slow decision-making. Thatâs where Large Language Models (LLMs) come in. By integrating LLMs with Business Intelligence (BI), companies can unlock deep insights, automate processes, and make data-driven decisions faster than ever before.
How LLMs Are Revolutionizing Business Intelligence
Business Intelligence has come a long way from static reports and dashboards. Traditional BI tools help in analyzing past trends, but they often require manual effort and technical expertise. LLMs take BI to the next level by enabling conversational analytics, real-time insights, and predictive intelligence.
Hereâs how LLM-powered BI can change the game for your business:
đ„ Conversational Data Interaction â Ask questions in natural language and get instant answers. No more digging through complex reportsâjust type or speak your query, and LLMs will analyze the data for you.
đ Advanced Predictive Analytics â Move beyond historical data. LLMs can predict future trends, customer behaviors, and market shifts, helping businesses stay ahead of the curve.
đĄ Automated Insights & Decision Support â Instead of waiting for analysts to compile reports, LLMs generate actionable insights automatically, empowering teams to make informed decisions in real time.
đŻ Personalized Business Strategies â LLMs tailor recommendations based on specific business needs, whether itâs optimizing pricing, improving marketing campaigns, or streamlining supply chain operations.
âïž Seamless Integration with Existing Tools â Already using BI software? LLMs can be integrated into platforms like Power BI, Tableau, and Google Analytics to enhance their capabilities without requiring a complete overhaul.
Why Businesses Canât Ignore LLM Integration
The adoption of AI-driven BI solutions isnât just a competitive advantageâitâs becoming a necessity. Companies leveraging LLM-powered BI are seeing:
đ 40% faster decision-making due to real-time insights. đ° Cost savings by reducing manual analysis and report generation. đ Higher efficiency in data processing and interpretation. đ Better risk management with anomaly detection and predictive alerts.
Still relying on traditional BI tools? You might be missing out on these benefits and falling behind competitors who are already using AI-powered analytics.
Ready to Elevate Your Business Intelligence?
The future of BI is here, and LLMs are at the heart of it. If youâre curious about how this technology can transform your data strategy, weâve got you covered.
đĄ Discover the full potential of LLM-powered BI in our in-depth blog. Learn how it works, real-world use cases, and how to implement it in your business today.đ Donât waitâstart leveraging AI for smarter business decisions now!đ Read the Full Blog Here
#LLMs#BusinessIntelligence#AIInsights#DataDriven#BI#ArtificialIntelligence#GameChanger#DataAnalytics#TechInnovation#SmartBusiness#MachineLearning#FutureOfBusiness#LLMforBI#DigitalTransformation#AIinBusiness
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De nombreux adolescents gĂ©rant divers groupes dâamis via des groupes sociaux, risque de gĂ©nĂ©rer des difficultĂ©s dâengagement chez nos jeunes, en dĂ©veloppant un symptĂŽme connu en nĂ©gociation, le profil FOMO : Fear Of Missing Out, la peur de rater une opportunitĂ©. VoilĂ ce qui pourrait expliquer, Ă ce jour, ce dĂ©sintĂ©rĂȘt des jeunes pour la conversation tĂ©lĂ©phonique directe, alors mĂȘme quâils passent leur temps sur leurs tĂ©lĂ©phones⊠sans tĂ©lĂ©phoner. La consĂ©quence ? AprĂšs quelques annĂ©es de ce rĂ©gime, ils ne savent effectivement plus trop comment faire avec ce merveilleux outil au moment oĂč ils rentrent dans lâentreprise. Combien de fois ai-je assistĂ© Ă ce dialogue :
« As-tu appelé ton prospect ? » Commercial : « Oui, je lui ai envoyé un e-mail. »
« Donc tu ne lâas pas eu au tĂ©lĂ©phone ? » Commercial : « Non, mais je lâai contactĂ©âŠ. » Et vous, utilisez-vous encore votre tĂ©lĂ©phone pour tĂ©lĂ©phoner ?

Many teenagers managing various groups of friends via social groups, risks generating commitment difficulties among our young people, by developing a known symptom in negotiation, the FOMO profile: Fear Of Missing Out, the fear of missing an opportunity. This is what could explain, to date, this lack of interest among young people for direct telephone conversations, even though they spend their time on their phones... without calling. The consequence ? After a few years of this regime, they no longer really know what to do with this wonderful tool when they join the company. How many times have I witnessed this dialogue: Have you called your prospect? Salesperson: Yes, I sent him an email. So you didnât get him on the phone? Salesperson: No, but I contacted himâŠ. » And you, do you still use your phone to call?
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How AI is Reshaping the Future of Fintech Technology
In the rapidly evolving landscape of financial technology (fintech), the integration of artificial intelligence (AI) is reshaping the future in profound ways. From revolutionizing customer experiences to optimizing operational efficiency, AI is unlocking new opportunities for innovation and growth across the fintech ecosystem. As a pioneer in fintech software development, Xettle Technologies is at the forefront of leveraging AI to drive transformative change and shape the future of finance.
Fintech technology encompasses a wide range of solutions, including digital banking, payment processing, wealth management, and insurance. In each of these areas, AI is playing a pivotal role in driving innovation, enhancing competitiveness, and delivering value to businesses and consumers alike.
One of the key areas where AI is reshaping the future of fintech technology is in customer experiences. Through techniques such as natural language processing (NLP) and machine learning, AI-powered chatbots and virtual assistants are revolutionizing the way customers interact with financial institutions.
Xettle Technologies has pioneered the integration of AI-powered chatbots into its digital banking platforms, providing customers with personalized assistance and support around the clock. These chatbots can understand and respond to natural language queries, provide account information, offer product recommendations, and even execute transactions, all in real-time. By delivering seamless and intuitive experiences, AI-driven chatbots enhance customer satisfaction, increase engagement, and drive loyalty.
Moreover, AI is enabling financial institutions to gain deeper insights into customer behavior, preferences, and needs. Through advanced analytics and predictive modeling, AI algorithms can analyze vast amounts of data to identify patterns, trends, and correlations that were previously invisible to human analysts.
Xettle Technologies' AI-powered analytics platforms leverage machine learning to extract actionable insights from transaction data, social media activity, and other sources. By understanding customer preferences and market dynamics more accurately, businesses can tailor their offerings, refine their marketing strategies, and drive growth in targeted segments.
AI is also transforming the way financial institutions manage risk and detect fraud. Through the use of advanced algorithms and data analytics, AI can analyze transaction patterns, detect anomalies, and identify potential threats in real-time.
Xettle Technologies has developed sophisticated fraud detection systems that leverage AI to monitor transactions, identify suspicious activity, and prevent fraudulent transactions before they occur. By continuously learning from new data and adapting to emerging threats, these AI-powered systems provide businesses with robust security measures and peace of mind.
In addition to enhancing customer experiences and mitigating risks, AI is driving operational efficiency and innovation in fintech software development. Through techniques such as robotic process automation (RPA) and intelligent workflow management, AI-powered systems can automate routine tasks, streamline processes, and accelerate time-to-market for new products and services.
Xettle Technologies has embraced AI-driven automation across its software development lifecycle, from code generation and testing to deployment and maintenance. By automating repetitive tasks and optimizing workflows, Xettle's development teams can focus on innovation and value-added activities, delivering high-quality fintech solutions more efficiently and effectively.
Looking ahead, the integration of AI into fintech technology is expected to accelerate, driven by advancements in machine learning, natural language processing, and computational power. As AI algorithms become more sophisticated and data sources become more diverse, the potential for innovation in  fintech software is virtually limitless.
For Xettle Technologies, this presents a unique opportunity to continue pushing the boundaries of what is possible in fintech innovation. By investing in research and development, forging strategic partnerships, and staying ahead of emerging trends, Xettle is committed to delivering cutting-edge solutions that empower businesses, drive growth, and shape the future of finance.
In conclusion, AI is reshaping the future of fintech technology in profound and exciting ways. From enhancing customer experiences and mitigating risks to driving operational efficiency and innovation, AI-powered solutions hold immense potential for businesses and consumers alike. As a leader in fintech software development, Xettle Technologies is at the forefront of this transformation, leveraging AI to drive meaningful change and shape the future of finance.
#Fintech Technologies#Fintech Software#Artificial Intelligence#Finance#Fintech Startups#technology#ecommerce#fintech#xettle technologies#writers on tumblr
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 How Can AI Improve Risk Management and Compliance?
In todayâs digital world, managing risks and ensuring compliance is more complex than ever. With the rise of AI risk management certification programs, professionals can now leverage artificial intelligence to enhance regulatory frameworks, detect fraud, and automate compliance tasks. But how exactly does AI improve risk management and compliance? Letâs explore.
The Role of AI in Risk & Compliance
AI is revolutionizing compliance by automating monitoring, reducing human error, and providing real-time insights. Earning an AI compliance certification helps professionals understand how AI-driven tools can enhance security, data privacy, and regulatory adherence.
Key Benefits of AI in Compliance & Risk Management
â
Automated Risk Assessment â AI-powered systems analyze vast amounts of data to identify potential risks in real-time.
â
Enhanced Fraud Detection â AI-driven algorithms detect unusual patterns and prevent financial crimes, making Generative AI applications in compliance a game-changer.
â
Regulatory Compliance Simplified â With an AI in regulatory compliance certification, professionals can use AI to track evolving regulations and ensure company-wide adherence.
â
Improved Decision-Making â Generative AI in Risk & Compliance Training Course equips professionals with AI-driven predictive analytics to make smarter compliance decisions.
AI Risk & Compliance Training: What You Will Learn
đ Risk Management AI Tools Certification â Master AI-powered tools for risk identification, mitigation, and reporting.
đ AI Compliance Officer Training â Gain expertise in regulatory frameworks and AI-driven compliance strategies.
đ€ Generative AI Training for Risk Professionals â Understand AI applications in governance, ethics, and security.
âïž Generative AI: How to Manage Risks and Opportunities â Learn to balance AI innovation with ethical risk management.
Who Should Enroll?
â
Compliance Officers & Risk Managers â
Legal & Regulatory Professionals â
AI & Data Governance Experts â
Anyone Interested in an AI Risk Management Certification
With AI reshaping compliance and risk management, staying ahead with the right Generative AI training for risk professionals is essential. Are you ready to lead the future of AI-driven compliance?
For information visit: -
Contact : +41444851189
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The Metaverse: Unleashing the Future of DigitalConnectivity
The Metaverse: Unleashing the Future of Digital Connectivity
Introduction The metaverse, a term coined from Neal Stephenson's science fiction novel "Snow Crash," has captured the imagination of tech enthusiasts and industry leaders alike. It represents a vision of a fully immersive digital realm that seamlessly integrates virtual reality (VR), augmented reality (AR), and other immersive technologies with the physical world. As Facebook's rebranding into Meta and the investments made by major tech giants highlight, the metaverse holds tremendous potential for transforming how we live, work, and interact. In this comprehensive article, we will explore the concept of the metaverse, its current state, potential applications, and the societal impact it can have. We will delve into the technological advancements driving its development, examine its implications across various industries, and discuss the challenges and opportunities it presents. Let's dive into the metaverse and discover the possibilities that lie ahead. The Metaverse: A Vision of Digital Convergence The metaverse represents a new frontier in digital connectivity, where the boundaries between the physical and virtual worlds blur. It is a fully immersive and interactive digital space that allows users to transcend the limitations of traditional online experiences. By combining VR, AR, and other immersive technologies, users can enter a virtual realm where they can interact with computer-generated environments, objects, and other users in real-time. The Evolution of the Metaverse Concept While the term "metaverse" may be relatively new, the idea of a virtual shared space has been explored for decades. Early manifestations of the metaverse can be seen in online gaming platforms like Pokémon GO and PlayStation Home. However, recent advancements in technology have brought us closer to realizing the full potential of the metaverse. The Building Blocks of the Metaverse The metaverse relies on a range of technologies to create a seamless and immersive user experience. VR headsets, AR glasses, and haptic devices enable users to perceive and interact with the virtual world. Additionally, advancements in graphics processing, artificial intelligence (AI), and machine learning (ML) algorithms contribute to creating realistic and dynamic virtual environments. The Potential Applications of the Metaverse The metaverse holds the promise of transforming various sectors, from entertainment and gaming to education, healthcare, and beyond. Let's explore some of the potential applications and their impact on different aspects of our lives.
Entertainment and Gaming The metaverse has the potential to revolutionize the entertainment industry by offering immersive and interactive experiences. Virtual concerts, movies, and gaming experiences can transport users into fantastical worlds, providing a new level of engagement and enjoyment.
Education and Learning In the metaverse, learning can transcend the boundaries of traditional classrooms. Immersive educational experiences can enable students to explore historical events, conduct virtual experiments, and collaborate with peers from around the world. This has the potential to enhance engagement and improve learning outcomes.
Healthcare and Medicine Virtual reality simulations can offer healthcare professionals the opportunity to practice complex surgical procedures in a risk-free environment. Additionally, VR can be used for pain management, therapy, and rehabilitation, providing new avenues for improving patient care.
Workplace Collaboration and Productivity The metaverse can redefine the way we work by enabling remote collaboration and virtual meetings. Teams can come together in immersive virtual environments, enhancing communication, creativity, and productivity. Virtual workspaces can also provide new opportunities for remote workers to connect and collaborate seamlessly.
Commerce and E-Commerce The metaverse presents new possibilities for e-commerce, allowing users to browse virtual stores, try on virtual products, and make purchases within the virtual realm. Additionally, virtual economies can emerge, where users can earn and spend virtual currencies, creating new opportunities for businesses and entrepreneurs.
Social Connection and Interaction Socializing in the metaverse can transcend physical limitations, enabling people from different corners of the world to connect and interact in virtual spaces. Virtual avatars can represent individuals, fostering social connections and creating communities based on shared interests. The Metaverse: Technological Advancements and Challenges Technological Advancements Driving the Metaverse The development of the metaverse relies on continuous advancements in various fields. Let's explore the key technological drivers that are propelling the evolution of the metaverse.
Virtual Reality (VR) Virtual reality technologies, such as VR headsets and haptic devices, provide users with an immersive and interactive experience in the virtual world. The evolution of VR hardware and software has significantly enhanced the level of realism and immersion, bringing us closer to the metaverse vision.
Augmented Reality (AR) Augmented reality overlays digital information onto the real world, enhancing our perception and interaction with the environment. AR glasses and mobile AR applications have paved the way for integrating digital content seamlessly into our physical surroundings.
Artificial Intelligence (AI) and Machine Learning (ML) AI and ML algorithms contribute to creating intelligent and dynamic virtual environments within the metaverse. These technologies enable realistic simulations, natural language processing, and personalized experiences, enhancing the overall user engagement.
Blockchain and Decentralized Systems Blockchain technology plays a crucial role in the metaverse by enabling secure and decentralized transactions, ownership of virtual assets, and the creation of virtual economies. Smart contracts and digital tokens provide the foundation for seamless interactions within the metaverse. Challenges and Considerations in Building the Metaverse While the metaverse holds immense potential, it also presents several challenges and considerations that need to be addressed for its successful development and adoption. Let's explore some of the key challenges:
Interoperability and Standards The metaverse's true potential lies in its interoperability, allowing users to seamlessly navigate between different virtual worlds and platforms. Establishing common standards and protocols is crucial to ensure compatibility and a cohesive user experience.
Privacy and Security As users immerse themselves in the metaverse, privacy and security become paramount. Safeguarding personal data, protecting against cyber threats, and ensuring user consent and control are essential considerations in building a trustworthy metaverse.
Accessibility and Inclusivity To unleash the full potential of the metaverse, it must be accessible and inclusive for all individuals, regardless of their abilities or circumstances. Considerations such as accessibility features, multi-language support, and addressing the digital divide are essential in creating an equitable metaverse.
Ethical and Social Implications The metaverse raises ethical and social questions that must be carefully addressed. Issues such as addiction, virtual identity, digital rights, and the impact on mental and emotional well-being require thoughtful consideration to ensure a responsible and sustainable metaverse. Conclusion: Embracing the Metaverse's Potential The metaverse represents a transformative vision of digital connectivity, where the boundaries between the physical and virtual worlds dissolve. With advancements in immersive technologies and the growing interest from industry leaders, the metaverse is poised to reshape various sectors and revolutionize the way we live, work, and interact. As we venture into the metaverse, it is crucial to prioritize inclusivity, privacy, security, and ethical considerations to create a metaverse that benefits all individuals. By embracing the potential of the metaverse and addressing its challenges, we can unlock a future where virtual and physical realities intertwine, enabling us to explore, learn, connect, and create in unprecedented ways. The metaverse is no longer a distant concept; it is rapidly becoming a tangible reality. Let us embark on this journey together and shape a metaverse that reflects our collective values and aspirations. The possibilities are limitless, and the future is waiting to be discovered in the metaverse. Additional Information: The article should include relevant statistics, case studies, and expert quotes to support key points and provide a well-rounded perspective on the metaverse's implications.
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French initiative for responsible AI leaders - AI News
New Post has been published on https://thedigitalinsider.com/french-initiative-for-responsible-ai-leaders-ai-news/
French initiative for responsible AI leaders - AI News
ESSEC Business School and Accenture have announced the launch of a new initiative, âAI for Responsible Leadership,â which marks the 10th anniversary of the establishment of the role of Chair at ESSEC, titled the ESSEC Accenture Strategic Business Analytics Chair.
The initiative aims to encourage the use of artificial intelligence by leaders in ways that are responsible and ethical, and that lead to high levels of professional performance. It aims to provide current and future leaders with the skills they require when faced with challenges in the future; economic, environmental, or social.
Several organisations support the initiative, including institutions, businesses, and specialised groups, including ESSEC Metalab for Data, Technology & Society, and Accenture Research.
Executive Director of the ESSEC Metalab, Abdelmounaim Derraz, spoke of the collaboration, saying, âTechnical subjects are continuing to shake up business schools, and AI has opened up opportunities for collaboration between partner companies, researchers, and other members of the ecosystem (students, think tanks, associations, [and] public service).â
ESSEC and Accenture aim to integrate perspectives from multiple fields of expertise, an approach that is a result of experimentation in the decade the Chair has existed.
The elements of the initiative include workshops and talks designed to promote the exchange of knowledge and methods. It will also include a âbarometerâ to help track AIâs implementation and overall impact on responsible leadership.
The initiative will engage with a network of institutions and academic publications, and an annual Grand Prix will recognise projects that focus on and explore the subject of AI and leadership.
Fabrice Marque, founder of the initiative and the current ESSEC Accenture Strategics Business Analytics Chair, said, âFor years, we have explored the potential of using data and artificial intelligence in organisations. The synergies we have developed with our partners (Accenture, Accor, Dataiku, Engie, Eurofins, MSD, Orange) allowed us to evaluate and test innovative solutions before deploying them.
âWith this initiative, weâre taking a major step: bringing together an engaged ecosystem to sustainably transform how leaders think, decide, and act in the face of tomorrowâs challenges. Our ambition is clear: to make AI a lever for performance, innovation and responsibility for [âŠ] leaders.â
Managing Director at Accenture and sponsor of the ESSEC/Accenture Chair and initiative, AurĂ©lien Bouriot, said, âThe ecosystem will benefit from the resources that Accenture puts at its disposal, and will also benefit our employees who participate.â
Laetitia Cailleteau, Managing Director at Accenture and leader of Responsible AI & Generative AI for Europe, highlighted the importance of future leaders understanding all aspects of AI.
âAI is a pillar of the ongoing industrial transformation. Tomorrowâs leaders must understand the technical, ethical, and human aspects and risks â and know how to manage them. In this way, they will be able to maximise value creation and generate a positive impact for the organisation, its stakeholders and society as a whole.â
Image credit: Wikimedia Commons
See also: Microsoft and OpenAI probe alleged data theft by DeepSeek
Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is co-located with other leading events including Intelligent Automation Conference, BlockX, Digital Transformation Week, and Cyber Security & Cloud Expo.
Explore other upcoming enterprise technology events and webinars powered by TechForge here.
#accenture#ai#ai & big data expo#ai news#amp#Analytics#anniversary#approach#artificial#Artificial Intelligence#automation#Big Data#Business#business analytics#california#Cloud#Collaboration#Companies#comprehensive#conference#cyber#cyber security#data#data theft#deepseek#deploying#Digital Transformation#economic#education#employees
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Department of Government Efficiency (DOGE) Employees â Names, Pictures, & Background Stories
A. Articles
The Independent:
Below article could be translated to English:
The Daily Beast:
B. Photo Compilations

Source: BradRichard4/X

Source: X (deleted)
C. The Maginificent Seven
1)) Akash Bobba, age 21, a graduate of the Management, Entrepreneurship and Technology program at University of California, Berkeley.

Other sources:
The Class of 2021: Their thoughts on a year like none other (NJ Spotlight News, Jul 5, 2021).
Who is Akash Bobba? The 22-year-old Indian-origin prodigy joining Elon Musk's DOGE (Hindustan Times, Feb 05, 2025).
Who is Akash Bobba? The Indian-origin engineer in Elon Muskâs DOGE (Deccan Herald, Feb 05, 2025).
Meet Akash Bobba, Indian-Origin Engineer With Key Role In Elon Musk's DOGE (NDTV, Feb 04, 2025).
2)) Edward Coristine, age 19, a student at Northeastern University in Boston.

Other sources:
Edward Coristine education and career: How this college kid with a Physics Major landed up in Musk-led DOGE (The Times of India, Feb 5, 2025).
Northeastern student identified as engineer for Elon Muskâs Department of Government Efficiency (The Huntington News, Feb 4, 2025).
Young techies underpin Musk's drive to slash size of US government (Reuters, Feb 5, 2025).
3)) Luke Farritor, age 23, who attended the University of Nebraska without graduating.




Other sources:
The 22-Year-Old Who Unlocked the Secrets of Ancient Romee Free Press (The Free Press, Feb 17, 2024).
Luke Farritor: Husker wins grand prize for global Vesuvius Challenge (University of Nebraska, YouTube, 11 months ago).
Farritor named co-winner of $700,000 prize for IDâing scroll passages (Nebraska Today, Feb 5, 2024).
Young techies underpin Musk's drive to slash size of US government (Reuters, Feb 5, 2025).
4)) Gautier Cole Killian, age: 24, attended McGill University in Montreal, Canada.



Other source:
Cole Killian. Podcast Producer. Cole Killian is a fellow Math and Comp Sci Student. Enjoys hiking, guitar, building full stack apps, and competitive programming. Aspiring blogger, ask me about org mode :) (McGill University AI 2021-2022 Team).
5)) Gavin Kliger, age 25, graduated from the University of California, Berkeley in 2020 with a degree in Electrical Engineering and Computer Science and a 3.95 grade point average.





Other sources:
Young techies underpin Musk's drive to slash size of US government (Reuters, Feb 5, 2025).
Gavin Kliger (Pinterest).
Gavin Kliger, undergrad alumni (University of California, Berkeley).
Elon Musk's chief nerd celebrates DOGE appointment with elaborate $1,000 troll scam (Daily Mail, Feb 05, 2005).
6)) Ethan Shaotran, age 22, who said in Sep 2024 he was a senior at Harvard.





Other sources:
Students participate in real, mock investment opportunities: Sophomore Ethan Shaotran (The Oracle, Mar 30, 2018).
Ethan Shaotran on The Actual Risks of Generative AI (Reinvent Fututes, YouTube, 1 year ago)
I'm a Harvard senior who balances college and my OpenAI-backed startup through these 3 productivity tips (Business Insider, Sep 02, 2024).
Ethan Shaotran is a Harvard student and founder of Energize.AI. Heâs the author of several AI books, patent inventor, and was published by IEEE for his research at Harvard SEAS on autonomous systems. Heâs cross-registered at MIT and HBS. (Harvard University)
Ethan Shaotran is a researcher at Harvard University's Edge Computing Lab, working on autonomous vehicles. He is also the author of âStock Prediction with Deep Learning.â (ResearchGate)
Ethan Shaotran is an AI developer and founder of Energize AI. He is also a current student at Harvard. He previously worked on computer vision for Amply (acq. by BP), and did AI research at Harvard while in high school. He holds 4 patents in ML/logistics, and research has been published by IEEE. Ethan is an affiliate with the Harvard Kennedy Schoolâs AI Initiative and is a member of the Association for Computing Machinery. (Amazon)
7)) Marko Elez, age 25, who graduated from Rutgers University in 2021.

Other source:
Who is Marko Elez, the 25-year-old engineer trusted by Elon Musk with direct access to the US Treasury: Is the US economy in danger? (elEconomista.es, tranlated to English, Feb 04, 2025).
These men just stole the personal information of everyone in America AND control the Treasury. Link to article.
Akash Bobba
Edward Coristine
Luke Farritor
Gautier Cole Killian
Gavin Kliger
Ethan Shaotran
Spread their names!
#us politics#us coup#elon musk#doge#akash bobba#edward coristine#luke farritor#gautier cole killian#gavin kilger#ethan shaotran#marko elez#anti trump
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Top 5 Career Options After MBA in Real Estate Analytics
Indiaâs real estate landscape is rapidly advancing, driven by the integration of technology, data science, and innovative development practices. In this evolving market, professionals equipped with analytical, financial, and strategic skills are highly valued. Thatâs where an MBA in Real Estate Analytics becomes a powerful asset.
If youâre considering a future in this domain, letâs explore the top five Career Options After MBA in Real Estateâroles that are not only in demand but also offer rewarding growth and leadership potential.
1. Real Estate Business Analyst
A leading role for graduates with an MBA in Real Estate, the position of Business Analyst is crucial in helping developers and investors make informed decisions.
Key responsibilities:
Analyzing market data and buyer trends
Assessing pricing models and profitability
Preparing feasibility reports for new projects
Supporting strategic planning through data insights
This role bridges business intelligence with real estate operations, making it one of the most strategic Career Options After MBA.
2. Project Development Manager
Professionals in this role oversee the full life cycle of property developmentâfrom land acquisition to final handoverâwhile applying analytical tools to manage risks and timelines.
Duties include:
Planning and budgeting development projects
Coordinating with engineers, architects, and regulatory teams
Using analytics to track project performance
Ensuring compliance and delivery excellence
With an MBA in Real Estate Analytics, candidates are well-prepared to handle technical complexity and business oversight in this leadership role.
3. CRM & Marketing Strategy Manager
Digital real estate marketing is becoming smarter, more personalized, and data-driven. Thatâs why companies are hiring CRM and digital strategy managers with a background in analytics.
What the job entails:
Managing real estate CRM systems and customer journeys
Creating digital marketing campaigns
Analyzing lead generation and conversion data
Enhancing user experience across digital platforms
If youâre passionate about branding, performance marketing, and automation, this is a high-growth Career Option After MBA in Real Estate.
4. Real Estate Investment and Asset Manager
Investment and asset managers are responsible for maximizing the financial performance of real estate portfolios. This career path combines real estate understanding with a strong command over finance and analytics.
Key tasks:
Identifying investment opportunities
Evaluating risk and returns
Managing property portfolios and REITs
Recommending acquisitions or divestments
Professionals with an MBA in Real Estate Analytics are ideal for this role, especially in institutional investment environments.
5. PropTech Consultant or Product Manager
The rise of PropTechâproperty technologyâis changing how people buy, sell, and manage real estate. As a Product Manager or Consultant in this space, you work at the intersection of technology and real estate service delivery.
What youâll do:
Design and manage property platforms or apps
Integrate features like AI, virtual site tours, smart CRM
Analyze customer usage data
Improve UX and tech performance
This role is perfect for those with a vision for innovation and a passion for technology, supported by the practical skills of an MBA in Real Estate.
đ Explore Real Estate Career Roles at IREED Jobs
After completing your degree, finding the right platform to apply your skills is essential. Thatâs why the IREED Jobs portal connects MBA graduates with some of the top companies in real estate, analytics, and PropTech.
Youâll find:
Job listings tailored to MBA in Real Estate graduates
Roles in sales, strategy, marketing, and development
Internship and fresher opportunities
Resources to help you succeed in interviews
Whether you're seeking your first role or a leadership opportunity, IREED Jobs is your starting point.
â
Conclusion
The future of real estate belongs to professionals who can analyze trends, interpret data, and create value-driven strategies. With a specialized MBA in Real Estate Analytics, you gain the tools to not only understand real estate but to shape its future.
From project development to PropTech, the Career Options After MBA in Real Estate are as diverse as they are rewarding. Choose your path, upskill continuously, and launch your career through trusted platforms like IREED Jobs.
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