#Software Product Discovery Process

[ryanwilliamsonstuff]

Guide to Software Product Discovery Process for Your Product Team

Learn how the software product discovery process helps businesses effectively plan development and ensures the success of the product.

[carlhofelina]

Success Stories: How Best Virtual Specialist Transformed Businesses

What if you could scale your business effortlessly while saving time and resources? Many entrepreneurs and business owners struggle with administrative overload, missing out on growth opportunities. The solution? A reliable and highly skilled virtual assistant. Best Virtual Specialist has helped countless businesses optimize operations, improve efficiency, and achieve remarkable success.

Real Success Stories from Satisfied Clients

Carolyn Ellis – Executive Coach & Award-Winning Author

Carolyn Ellis sought an Outsourced VA to manage her administrative workload so she could focus on coaching and writing. By partnering with Best Virtual Specialist, she streamlined her processes and regained valuable time.

"They are there when I need them and push me in the right direction. Their support has tremendously helped me get to where I need to be." – Carolyn Ellis

With the assistance of the Best Virtual Assistant in the USA, Carolyn enhanced her productivity while maintaining her high standards of service.

Mike House – Speaker, Coach & Author

As a survival instructor and facilitator, Mike House needed an Affordable VA to handle his administrative tasks. Delegating his workload to Best Virtual Specialist allowed him to focus on growing his business.

"Without your support, my practice simply would not run. I just want to say thank you!" – Mike House

By leveraging Virtual Admin Support Services, Mike ensured seamless business operations, allowing him to dedicate more time to coaching and writing.

Multinational Software Company – Database Acquisition

A multinational software company required an efficient Outsourced Admin Support Service for database acquisition and management. Best Virtual Specialist provided expert support, allowing the company to focus on customer engagement and software innovation.

The results? Increased efficiency, compliance, and streamlined operations. This partnership showcased the power of outsourcing to a Service Support Admin expert.

Why Choose Best Virtual Specialist?

Customized solutions tailored to your business needs.

Highly skilled professionals offering top-tier support.

Cost-effective services that save you time and resources.

Global reach, including the Best Admin Assistant in Australia and beyond.

Take Your Business to the Next Level

Are you ready to transform your business with expert virtual support? Whether you need an Outsourced VA, an Affordable VA, or comprehensive Virtual Admin Support Services, Best Virtual Specialist is here to help.

Schedule a free discovery call today and let us help you scale efficiently. Visit Best Virtual Specialist to get started!

© 2025 Best Virtual Specialist. All rights reserved.

[govindhtech]

Dell AI PCs: A Gateway To AI For Life Sciences Organizations

AI in the Life Sciences: A Useful Method Using Computers.

For life sciences companies wishing to experiment with AI before making a full commitment, Dell AI PCs are perfect. The Dell AI PCs are revolutionary way to get started in the vast field of artificial intelligence, particularly for clients in the life sciences who are searching for a cost-effective way to create intricate processes.

The Dell AI PCs, GPU-enhanced servers, and cutting-edge storage solutions are essential to the AI revolution. If you approach the process strategically, it may be surprisingly easy to begin your AI journey.

Navigating the Unmarked Path of AI Transformation

The lack of a clear path is both an exciting and difficult part of the AI transition in the medical sciences. As it learn more about the actual effects of generative and extractive AI models on crucial domains like drug development, clinical trials, and industrial processes, the discipline continues to realize its enormous promise.

It is evident from discussions with both up-and-coming entrepreneurs and seasoned industry titans in the global life sciences sector that there are a variety of approaches to launching novel treatments, each with a distinct implementation strategy.

A well-thought-out AI strategy may help any firm, especially if it prioritizes improving operational efficiency, addressing regulatory expectations from organizations like the FDA and EMA, and speeding up discovery.

Cataloguing possible use cases and setting clear priorities are usually the initial steps. But according to a client, after just two months of appointing a new head of AI, they were confronted with more than 200 “prioritized” use cases.

When the CFO always inquires about the return on investment (ROI) for each one, this poses a serious problem. The answer must show observable increases in operational effectiveness, distinct income streams, or improved compliance clarity. A pragmatic strategy to evaluating AI models and confirming their worth is necessary for large-scale AI deployment in order to guarantee that the investment produces quantifiable returns.

The Dell AI PC: Your Strategic Advantage

Presenting the Dell AI PCs, the perfect option for businesses wishing to experiment with AI before committing to hundreds of use cases. AI PCs and robust open-source software allow resources in any department to investigate and improve use cases without incurring large costs.

Each possible AI project is made clearer by beginning with a limited number of Dell AI PCs and allocating skilled resources to these endeavors. Trials on smaller datasets provide a low-risk introduction to the field of artificial intelligence and aid in the prediction of possible results. This method guarantees that investments are focused on the most promising paths while also offering insightful information about what works.

Building a Sustainable AI Framework

Internally classifying and prioritizing use cases is essential when starting this AI journey. Pay close attention to data kinds, availability, preferences for production vs consumption, and choices for the sale or retention of results. Although the process may be started by IT departments, using IT-savvy individuals from other departments to develop AI models may be very helpful since they have personal experience with the difficulties and data complexities involved.

As a team, it is possible to rapidly discover areas worth more effort by regularly assessing and prioritizing use case development, turning conjecture into assurance. The team can now confidently deliver data-driven findings that demonstrate the observable advantages of your AI activities when the CFO asks about ROI.

The Rational Path to AI Investment

Investing in AI is essential, but these choices should be based on location, cost, and the final outcomes of your research. Organizations may make logical decisions about data center or hyperscaler hosting, resource allocation, and data ownership by using AI PCs for early development.

This goes beyond only being a theoretical framework. This strategy works, as shown by Northwestern Medicine’s organic success story. It have effectively used AI technology to improve patient care and expedite intricate operations, illustrating the practical advantages of using AI strategically.

Read more on Govindhtech.com

[fenrislorsrai]

A few days after the release was discovered in June 2017, Stan met with Southcreek and the Oklahoma Corporation Commission, the state’s oil and gas regulatory agency. At the meeting, the company characterized the incident as a “small spill,” the Ledgerwoods later alleged in court. It was unclear how long the leak lasted, but the saltwater plume had already saturated the soil and killed 2 acres of vegetation by the time it broke the surface, according to state oil regulators. Samples analyzed a month later by Oklahoma State University found that the soil’s concentration of chloride, which occurs in the type of salt water injected into the well, had risen to more than 12 times the state’s acceptable level and was “sufficiently high to reduce yield of even salt tolerant crops.” Other tests showed that chloride levels in the family’s water well had spiked to more than five times what the Environmental Protection Agency deems safe. The tests didn’t look for other contaminants like heavy metals that are often left behind by the oil production process. - - Don began traveling 30 miles round-trip to Walmart to buy bottled water. Stan and Tina’s steel pots rusted after being washed, and their 2-year-old great-niece’s skin became irritated and inflamed after repeatedly washing her hands while they potty-trained her. In a text message, the girl’s mother described her hands as looking like they had “a burn.” - - As is common in American oil fields, property rights in this part of Oklahoma often create split estates, where one person owns the land while another owns the underlying minerals, such as oil and gas. The owner of the minerals has a right to drill, even if the landowner would prefer they didn’t. - - But Oklahoma has more than 260,000 unplugged wells — behind only Texas — according to data from energy industry software firm Enverus. To plug and clean up the state’s wells could cost approximately $7.3 billion, according to an analysis of state records. Oklahoma has just $45 million in bonds. The oil industry’s bonds are “shockingly inadequate,” said Peter Morgan, a Sierra Club senior attorney. “It’s clear that abandoning wells and leaving communities and taxpayers to foot the bill to clean them up is baked into the oil and gas industry business model.” At the Capitol in Oklahoma City, which features repurposed oil derricks outside its main entrance, Republican state Rep. Brad Boles has tried for several years to address the shortfall. This year, he introduced a bill to create a tiered bonding system based on the number of wells a company operates, increasing the highest required bond to $150,000. [passed House, did not gt a vote in Senate] - - A stream of trucks rumbled down the Ledgerwoods’ once-quiet gravel road as workers removed enough dirt to fill 750 dump trucks and pumped more than 71,000 gallons from the Ledgerwoods’ water well. But the dangerous concentrations of chloride didn’t change, according to Fox Hollow’s report. - - Progress in the lawsuit was short-lived. In November 2019, shortly after the Ledgerwoods’ attorney sent discovery requests to Wise Oil & Gas, the company filed in a Texas court for voluntary Chapter 7 bankruptcy — a full liquidation of its assets. Company executives acknowledged they declared bankruptcy to avoid legal fees associated with the Ledgerwoods’ suit, according to court records. - - But two months later, Mullin ruled against the Ledgerwoods. He disagreed that Wise Oil & Gas had entered bankruptcy to shed bad investments and dodge cleanup obligations. He blasted the Ledgerwoods for requesting sanctions against the Cocanoughers. “Merely because the Ledgerwood Creditors have been damaged by the saltwater contamination, this does not provide them with an unfettered right to retaliate or lash out against unrelated and far-removed targets, such as the Cocanougher Sanction Targets,” Mullin wrote. If the Ledgerwoods wanted to continue seeking damages against the Cocanoughers and their businesses, they would have to pay the oil company’s attorneys’ fees, about $107,000, Mullin ruled.

It's worth reading the whole article for a breakdown of exactly HOW a company that poisoned a family's well and farm got out of fixing it or paying compensation.

Not as relevant in this particular case, but uncapped out of service wells like this are a major source of methane, an even more potent greenhouse gas than CO2

[newwayastrology]

THE NOEL TYL MASTERS COURSE

When Noel Tyl became seriously ill, he asked me to take over his Master’s Course and payment of noeltyl.com.

Over 500 students have enrolled in the Course throughout some 24 countries; many graduates are now working as professionals at their highest skill level; and all of us are sharing an extraordinary time of learning discovery and fulfillment.

There’s a lot of unrealistic junk being sold as astrology that will lead you down the wrong path. I see things on social media that are embarrassing.

What I liked about Noel’s work from day 1 was the idea of putting the horoscope in the context of the person living it, not the other way around. What’s the other way around? It’s when you take a position, aspect, or whatever and MAKE the person what you read in a book.

I remember the very first knowledgeable person in astrology looked at my chart. He said, With Sun square Saturn, don’t have high expectations of achievement.” Huh? What? I’m not going to achieve because you read something in a book?! I went on to make 2nd team all-state in basketball, worked in a Grammy award-winning production team and more. What’s more, squares and hard aspects aren’t “bad.” They are motivational and tell you what you need to work on in order to grow, evolve, and be happy. The horoscopes of people who achieved are not full of trines and sextiles. Find Steve Jobs’ chart, take a look and you’ll see what I mean.

The Course has 19 Lessons and a Final Exam. Each Lesson is about 2-3,000 words in length, printed. There is no completion expectation. If it takes 3 months to complete a lesson, so be it. You proceed at your own pace. Each lesson has an assignment. Upon completion you email the assignment to me. I go over it and send back any necessary comments. If for any reason you need to talk to me, you can always call as long as it is after 1 PM eastern time up to 8 PM eastern time or we can do a Zoom.

The Lessons in the Course cover every detail of psychologically rich, deep analytical astrology, following the text Synthesis & Counseling in Astrology -The Professional Manual (by Noel Tyl, Llewellyn Publications), a 1,000-page book. With just a few lessons behind you, you'll be able to make valid assessments of analysis of a horoscope.

Additionally, astrologers in the Course are linked together throughout the world on TylNet, a free e-mail channel for networking and mutual support.

The Course is crowned by my certification of you through a full-color, grand certificate suitable for framing and, dare I say, a good deal of prominence, such is the pride I have of my students, my publicity for them, our international internet Course Network, etc..

****I can promise you that after four Lessons, your 'head will be turned around'; after 9, you're a pro; and after 19, you may stand by anyone in the world.****

The prerequisites are important, of course: you must have some experience as an astrologer (some people in the Course have been active in astrology for 20 years, some for 2), with experience doing horoscopes, perhaps minimally 15-20 of them; you must have good astrological software, capable of double-ring charts, mid-point tables, aspect grid, and time changes throughout the world; word processing capability, since the Lessons must come back in executive text, clearly presented; and you must be serious, since the Course takes 1.5-2 years to complete. This is not a lot of this means that cookbook junk.

The cost is US $650 to begin. $300 gets you started and an additional $350 is paid at the onset of Lesson #9. There are no refunds for any reasons, including demise of student or teacher. (My lawyer makes me state that that way!). For those who want to pay the whole thing, I reward you with a reduction to make the total cost $500.

I assure you that the turn-around of communication is swift, and that I am available by phone or internet should a problem arise. I want to share my years of experience (some 25,000 charts, probably) with you in the way that will make you the best astrologer you can be!

I look forward to your personal communique: please telephone me for further discussion, for registering for the Course. We will start a professional, personal relationship that will be rewarding for both of us in the times ahead: 215-432-3385, 14:00 to 20:00 EST/EDT USA.

LESSON TITLES

1. Organization of the Horoscope and First Impressions

2. Indispensable Keys to Analysis

3. More Indispensable Keys to Analysis

4. Still More Keys to Analysis

5. Astrological Patterns of Life Development

6. The Logistics of Prediction

7. Rapport Measurements, Solar Arcs, and Integrated Transits

8. Testing the Validity of a Birth Time, Anticipating Behavior

9. Rectification Study

10. Organization of Life Analysis

11. The Energy of Attitude

12. Fine Tuning Analysis; Analysis from Aspect Grid Alone

13. Vocational Guidance

14. Sexuality

15. Relationships; Health Matters and Body Weakness

16. Making Creative Connections in analysis

17. Special Considerations: Client Need, Astrologer-Client Relationship, the Power of Suggestion, Using Aphorisms

18. The Astrology of Events and Elections; the Consultation Chart

19. Reading My Mind! Analysis of my Analysis

FINAL EXAMINATION: to recognize your personal poise and confidence, your astrological technique; your interpretive imagination and empathic humanistic outreach.

[soundbanks2wq]

Output – Rev Download

Efficiency is key in the fast-paced world of audio production. AutoTune Bundle Pro X 2024 seamlessly integrates into your existing workflow, whether you're working within your favorite DAW or editing audio files directly. Say goodbye to cumbersome processes and hello to streamlined editing, thanks to AutoTune Bundle Pro X 2024's intuitive controls and flexible routing options. It's time to unleash your creativity without limitations.

Expanded Creative Possibilities

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Unlock the Full Potential with Rev

Experience the Ultimate Sound Library

A masterpiece is only as good as its ingredients. That's why AutoTune Bundle Pro X 2024 comes complete with Rev – the ultimate sound library curated to inspire and elevate your creativity. Featuring a diverse array of meticulously crafted sounds, loops, and samples, Rev provides the perfect sonic backdrop for your musical journey. Whether you're crafting beats, scoring films, or producing chart-topping hits, Rev has you covered with its unparalleled versatility and quality.

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Ready to take your audio production to the next level? Download AutoTune Bundle Pro X 2024 and experience the future of professional audio editing firsthand. With unrivaled precision, seamless integration, and expanded creative possibilities, the only limit is your imagination. Don't just make music – make history with AutoTune Bundle Pro X 2024.

[pranathisoftwareservices]

What's new in tech 2024?

In 2024, the tech landscape is evolving rapidly, ushering in groundbreaking innovations and transformative advancements across various industries. From artificial intelligence and machine learning to augmented reality and quantum computing, the pace of technological innovation has never been faster. Let's explore some of the key trends and developments shaping the tech industry in 2024.

Artificial Intelligence (AI) Continues to Dominate:

AI is at the forefront of technological advancements, driving innovation in numerous sectors such as healthcare, finance, retail, and manufacturing. In 2024, AI is becoming more sophisticated, with advanced algorithms and deep learning models powering intelligent automation, predictive analytics, and personalized experiences.

Quantum Computing Breakthroughs:

Quantum computing is poised to revolutionize computing power and capabilities, enabling complex calculations and solving problems that are currently infeasible for classical computers. In 2024, we are witnessing significant progress in quantum computing research, with the development of more stable qubits, scalable quantum systems, and practical applications in optimization, cryptography, and drug discovery.

Augmented Reality (AR) and Virtual Reality (VR) Experiences:

AR and VR technologies are transforming how we interact with digital content and the physical world. In 2024, we are seeing immersive AR and VR experiences becoming increasingly mainstream, with applications in gaming, entertainment, education, training, and remote collaboration. Enhanced AR glasses, immersive VR headsets, and spatial computing platforms are driving innovation in this space.

5G Connectivity and Edge Computing:

The rollout of 5G networks is enabling ultra-fast, low-latency connectivity, paving the way for a new era of interconnected devices and services. In 2024, 5G adoption is accelerating, powering IoT ecosystems, autonomous vehicles, smart cities, and real-time streaming experiences. Edge computing, coupled with 5G, is decentralizing computing resources and enabling faster data processing at the network edge.

Sustainable and Green Technologies:

As environmental concerns continue to mount, the tech industry is focusing on developing sustainable and eco-friendly solutions. In 2024, we are witnessing the rise of green technologies, including renewable energy sources, energy-efficient devices, carbon capture technologies, and eco-friendly manufacturing processes. Tech companies are increasingly prioritizing sustainability in their product development and operations.

Cybersecurity and Privacy Measures:

With the growing threat of cyberattacks and data breaches, cybersecurity remains a top priority for organizations and individuals alike. In 2024, there is a heightened focus on enhancing cybersecurity measures, including advanced encryption techniques, threat intelligence, zero-trust architectures, and privacy-enhancing technologies. The adoption of robust cybersecurity practices is essential to safeguarding sensitive data and protecting digital assets.

In conclusion, 2024 promises to be an exciting year for technology, with groundbreaking innovations shaping the future of industries and society as a whole. From AI and quantum computing to AR/VR experiences and sustainable technologies, the tech landscape is evolving rapidly, offering new opportunities and challenges for businesses, consumers, and policymakers alike. Stay tuned as we continue to explore and embrace the latest tech trends in the years to come. Get more interesting updates regard software development solutions.

[tech-tar-review]

The Complete Beginner's Guide to Visionize AI

Visionize AI - Introduction

Welcome to my Visionize AI Review post. Where innovation meets intelligence, at Visionize AI, we are dedicated to pushing the boundaries of what's possible with artificial intelligence technology. Our mission is to empower businesses and organizations of all sizes to harness the transformative power of AI to drive growth, efficiency, and success.

With a team of experts at the forefront of AI research and development, Visionize AI is committed to delivering cutting-edge solutions that address our client's unique challenges and opportunities. Whether you're looking to streamline operations, optimize processes, or unlock new insights from your data, Visionize AI provides the expertise and technology needed to achieve your goals.

From machine learning algorithms to natural language processing systems, our comprehensive suite of AI solutions is designed to meet the diverse needs of modern businesses. Join us on a journey of innovation and discovery with Visionize AI.

Visionize AI – Overview

Creator: Bizomart

Product: Visionize AI

The official page: >>> Click here to access.

Niche: Software

Bonus: Yes, Huge Bonus

Guarantee: 30-day money-back guarantee!

                                                            

What is Visionize AI?

Visionize AI is a pioneering technology company focused on harnessing the power of artificial intelligence to drive innovation and transformation. At Visionize AI, we develop cutting-edge AI solutions tailored to the specific needs of businesses across various industries. Our expertise lies in creating intelligent systems that automate processes, analyze data, and generate valuable insights to help organizations make informed decisions and achieve their goals.

Through advanced machine learning algorithms, natural language processing techniques, and computer vision capabilities, Visionize AI enables businesses to unlock new opportunities, streamline operations, and stay ahead of the competition in today's rapidly evolving digital landscape. Whether it's optimizing workflows, enhancing customer experiences, or predicting market trends, Visionize AI is dedicated to delivering high-impact AI solutions that drive tangible results and propel businesses toward success in the age of artificial intelligence.

  How Does Visionize AI Work?

Leveraging Visionize AI is a seamless endeavor, characterized by a user-friendly interface where individuals can simply log in, input keywords or utilize voice commands, and witness the rapid generation of desired visual content. This intuitive workflow ensures swift and efficient production of captivating visuals, requiring minimal effort on the part of the user.

Get Instant Access

Benefits Of Using Visionize AI

Streamlines the process of visual content creation for users of all skill levels

 Facilitates the rapid generation of high-quality visuals across a multitude of formats

Provides a seamless avenue for monetizing generated visuals through a dedicated marketplace

Diminishes the reliance on costly design tools and professional services

Empower individuals and businesses to embrace the AI-driven future of visual content creation.

Visionize AI Review - Key Features

AI-powered Graphics and Image Generation

Video Generation without the need for recording or editing

Access to a Marketplace boasting 10,000,000 active buyers

Inpainting, Colorization, and Denoising capabilities for images

Recognition, Synthesis, and Noise Removal functionalities

Mobile Compatibility, facilitating on-the-go visual creation

Comprehensive Training Videos and Round-the-Clock Support

Visionize AI Review- Pros and Cons

Pros:

The comprehensive suite of visual content creation features

One-time fee structure with no monthly costs, offering excellent value

Free commercial license, enabling users to sell their creations

Mobile compatibility for convenient access across various devices

Streamlined workflow catering to both novices and seasoned professionals

Cons:

Limited availability of licenses due to server capacity constraints

Potential future increase in price to a monthly subscription model

But That's Not All

In addition, we have several bonuses for those who want to take action today and start profiting from this opportunity.

1. Bonus: Exclusive Special Training (Valued at $997)

Enhance your skills with our exclusive Special Training program, meticulously crafted to complement VisionizeAi. Uncover advanced techniques, deepen your knowledge, and unlock the full potential of state-of-the-art artificial intelligence. Empower your creative vision today.

2. Bonus: 200+ Mascot Cartoon Characters (Valued at $247)

Introducing 200 vibrant mascot cartoon characters by VisionizeAi, each embodying a unique aspect of innovation and creativity. From tech-savvy bots to imaginative thinkers, these characters inject charm and personality into the realm of artificial intelligence.

3. Bonus: Infographic Blackbook (Valued at $367)

Unlock the secrets of crafting visually compelling infographics with the Infographic Blackbook, perfectly complemented by VisionizeAi's cutting-edge automated design tools. Together, they empower users to effortlessly create engaging visual narratives with precision and flair.

4. Bonus: Video Marketing Graphics Pack (Valued at $327)

Enhance your video marketing endeavors with our Graphics Pack, meticulously curated to complement VisionizeAi. Featuring stunning visual elements, dynamic animations, and customizable templates, effortlessly elevate your videos and captivate your audience like never before.

Get Instant Access

Why Recommended?

Recommended for its cutting-edge AI solutions, Visionize AI stands out for its commitment to innovation and excellence. With a track record of delivering tangible results, Visionize AI empowers businesses to thrive in today's competitive landscape.

 Its advanced machine learning algorithms and natural language processing capabilities enable organizations to streamline operations, optimize processes, and uncover valuable insights from data. Backed by a team of AI experts, Visionize AI offers tailored solutions that drive measurable impact and propel businesses toward success. 

Choose Visionize AI for unparalleled expertise and transformative AI solutions that drive growth and innovation.

Money Back Guarantee - Risk-Free

Look, VisionizeAi is not one of those “trash” or untested apps. We know what it’s capable of…However, in the unlikely event that you fail to use VisionizeAi for ANY REASON. We insist that you send us an email…It is simple if you don’t make money. We don’t want your money…We make more than enough with VisionizeAi. And no need to keep your money if you’re not gonna use it.

Not just that…We will send you a bundle of premium software as a gift for wasting your time. Worst case scenario, you get VisionizeAi and don’t make any money you will still get an extra bundle of premium software for trying it out.

Final opinion: 

In conclusion, Visionize AI emerges as a leader in the realm of artificial intelligence, offering unparalleled expertise and transformative solutions. With a commitment to innovation and excellence, Visionize AI empowers businesses to thrive in today's dynamic environment. 

Through advanced machine learning algorithms and natural language processing capabilities, Visionize AI enables organizations to streamline operations, optimize processes, and unlock valuable insights from data. Backed by a dedicated team of AI experts, Visionize AI delivers tangible results and drives measurable impact.

 Overall, Visionize AI stands as a trusted partner for businesses seeking to harness the full potential of AI to achieve their goals and propel growth.

Get Instant Access

FAQ

What is Visionize Ai?

Vision AI is a peculiar sports-changing model crafted by complex algorithms and AI technology. It aims to just do that (don’t use double words). Specifically, its objective is to take the world’s imagery design to another next level. It does this by the way of using simple automatic techniques and additional design alternatives.

How does Visionize Ai differ from other design tools like Canva?

Visionize AI became quickly famous as a tool that can simplify the design usually performed by the industry’s front runner. Therefore, it is referred to as a Canva killer. It utilizes modern AI-driven models that offer personalized design suggestions, templates, and layouts. Also, it supplies libraries of inspiration and designs.

How does Visionize AI work?

The Visionize AI understands data in large volumes and skips the job of humans for many design work. It will offer advice and recommendations specific to each project, as well as different templates and layouts that have a personalized touch. Plugging the AI into the development process dramatically speeds up the workflow of design and gives a considerable library of inspirations and design objects.

Who can benefit from using Visionize AI?

Our solution focuses on meeting two major groups’ needs, those who are professional at the same time and beginners. Its easy-to-use interface can be mastered by all levels of users and can even be managed by drag and drop. Professionals with design skills are going to be flattered by the ability to use AI’s advanced automation abilities to save time and the creative work left off by the newcomers would only be their costly templates and design inspirations.

What sets Visionize Ai apart from other AI models?

It is indeed true that Visionise Ai is the “Daddy of all AI Models”. Advancements in Modern Artificial Intelligence (AI) technology will ensure Visionise is ahead of other design solution providers. Those powerful si eleenes have API that allows user customization, they fo seek to remain cutting edge in the designer sector simply because they are now superior among their peers.

What are the advantages of using Visionize AI?

The Visionize Ai technological solutions offer several benefits over the improvisations. First, its automation characteristics save time for designers leaving them to rationally work on their more strategic endeavors. Then, you use this AI base with its suggestions and templates to enable you to add more creative ideas and this inspires you. Finally, Visionize Ai’s (this company’s) top technology makes the most recent design trends and the most advanced features available as well as up-to-date.

How can Visionize Ai unlock my design potential?

Whether a seasoned expert in graphic design or a toddler, this tool frees your creativity and enables you to innovate. In line with its user-friendly interface, the strong AI components empower experiments, experiments, and artistic visualization using advanced models making the audience involved and intrigued.

Is Visionize Ai suitable for all types of graphic design projects?

Visionize Ai does all of the graphic design projects that are mentioned here. Its collection of templates as well as design elements gives many options to users who can modify them to suit their design needs, as they are versatile and can work for a range of designs.

[likita123]

How to Choose a Software Development Partner (Without Regrets)

Don’t Just Swipe Right on a Software Partner – Choose One That Actually Delivers

Choosing a software outsourcing partner isn’t like picking the coolest pitch deck or the flashiest portfolio. Too often, businesses fall for the surface-level charm—only to end up stuck in endless Slack threads, missed deadlines, and products that feel underwhelming.

The truth? Selecting the right outsourcing agency—one that truly understands your product, goals, and challenges—requires more than comparing cost estimates or browsing case studies. Whether you’re an early-stage founder sketching your product vision or a seasoned manager racing against time and legacy code, you need a team you can trust.

At SMT Labs, we help clients avoid the outsourcing regret by offering deep domain expertise, collaborative execution, and full-cycle software development support. Here’s how you can tell a great partner from one that just looks good on paper—and why SMT Labs is your best bet.

Step 1: Know What You Really Need

Before reaching out to software agencies, get specific about your goals:

Do you need an end-to-end product build—from ideation to launch?

Or just dedicated engineers to extend your in-house team?

Are you racing toward an investor deadline, or building iteratively?

Clarity here helps you filter out the wrong fits fast. And if you’re unsure, SMT Labs offers a structured Discovery Phase—perfect for aligning goals, defining user needs, and mitigating risks before any code is written.

Strategic Thinking Beats Just Writing Code

Many agencies can build apps. Few can think like product partners.

At SMT Labs, we do more than just execute tasks. We challenge assumptions, uncover blind spots, and work with you to make informed decisions. From FinTech platforms to AI-powered healthcare tools, we bring a consultative mindset to every project.

Ask yourself: Does your current dev team question your roadmap? Do they contribute beyond delivery? If not, it’s time to level up your partnership.

Ask About Their Real Process

Every agency says they’re “Agile.” But not all agile teams are created equal.

Ask them to walk you through a typical engagement. At SMT Labs, we offer transparency from kickoff to deployment—with a clear roadmap that includes:

Design & UX/UI

QA & Testing

Agile Development Sprints

Continuous Feedback Loops

Post-launch Support & Maintenance

And yes, iteration is part of the process—because software should evolve with your users.

Communication & Culture Fit Matter—A Lot

Technical talent is essential. But without strong communication, even the best engineers fall short.

With SMT Labs, you’ll never be left guessing. We offer:

Weekly standups & updates

Clear documentation

A dedicated project manager

Seamless collaboration via tools like Slack, Jira, and Figma

We pride ourselves on building transparent, collaborative partnerships—where communication is as seamless as the code.

Real Results. Not Just Case Studies.

A polished portfolio doesn’t tell you how an agency actually works. So go deeper.

At SMT Labs, we encourage you to speak with our past clients, read our reviews, and ask the tough questions. From custom FinTech apps to AI-driven healthcare platforms, our success is measured in the value we deliver—not just the code we ship.

Want proof? Just check out our client stories.

Good Partners Aren’t the Cheapest—They’re the Smartest Investment

Going with the cheapest option often leads to more costs down the road. At SMT Labs, we focus on value over shortcuts.

That means:

Clean, scalable code

Built-in testing and QA

Design systems that future-proof your product

Honest feedback when scope or timelines shift

We help you prioritize smartly—ensuring every dollar goes toward moving your product forward.

Start Small. Then Scale With Confidence

Still unsure? Test the waters.

Many of our long-term partnerships start with smaller engagements: a discovery sprint, a code review, or a product audit. Once you experience how we think and operate, scaling up is an easy decision.

Why SMT Labs Is the Right Choice in 2025

Software outsourcing is no longer just a cost-saving tactic—it’s how businesses build faster, smarter, and more competitively. According to Statista, the IT outsourcing market is set to reach $730 billion by 2025, driven by the need for top talent in AI, mobile, and cybersecurity.

With remote work and seamless digital tools, working with nearshore or offshore teams has never been easier. But only the right partner can help you innovate at speed and scale effectively.

At SMT Labs, we combine strategic insight, technical depth, and transparent communication—making us your ideal outsourcing partner.

SMT Labs Services to Help You Succeed

FinTech App Development Build secure, scalable, and regulation-ready financial applications that users trust.

Mobile App Development Launch high-performance iOS and Android apps with native or cross-platform solutions.

Healthcare Software Development Deliver HIPAA-compliant, AI-driven platforms that empower patients and providers alike.

AI Development Services Integrate intelligent automation, predictive analytics, and machine learning into your business.

Product Discovery & Strategy Align stakeholders, validate ideas, and mitigate risk before development begins.

UX/UI Design Create intuitive, engaging interfaces that drive adoption and retention.

Ongoing Support & Maintenance Keep your digital products running smoothly with proactive updates and improvements.

Stop Gambling. Start Growing.

The best outsourcing partnerships don’t just check boxes—they transform your product vision into real results. If you’re ready to work with a team that brings strategy, speed, and craftsmanship to the table…

Let’s talk. Book a call with SMT Labs and discover why we’re the best software outsourcing partner for the future.

[ryanwilliamsonstuff]

Guide to Software Product Discovery Process for Your Product Team

Learn how the software product discovery process helps businesses effectively plan development and ensures the success of the product.

[elicit-digital]

How GoHighLevel Funnels Boost Your Sales Funnel Performance

In today’s fast-moving digital world, building a strong and smart sales funnel is one of the most important things for any business. Whether you're a freelancer, agency, or small business owner, the way you manage leads, follow-ups, and customer journeys can make or break your success. That’s where GoHighLevel funnels come in.

GoHighLevel, also known as GHL, is a powerful marketing automation platform that helps businesses streamline their entire customer journey — from capturing leads to closing deals. In this blog, we’ll explore how GoHighLevel funnels improve your sales funnel performance and how you can take advantage of its amazing tools.

What is GoHighLevel?

GoHighLevel is an all-in-one CRM and marketing automation platform designed for agencies, marketers, and small businesses. It includes everything from email and SMS marketing to landing pages, funnels, workflow automation, CRM tools, and white-label services.

If you're searching for:

GoHighLevel CRM experts

A reliable Go High Level company

Trusted Go High Level support Transparent Go High Level pricing

Then GoHighLevel might be the solution you’ve been looking for.

What is a Funnel in GoHighLevel?

A funnel is a step-by-step process that guides a potential customer toward a specific action — like booking a call, buying a product, or signing up for a free trial. In GoHighLevel, a funnel is built using the GoHighLevel Funnel Builder, which lets you create beautiful, high-converting pages without needing to code.

With the GoHighLevel Website Builder and GoHighLevel Funnel Builder, users can design complete marketing funnels that work 24/7 to attract, convert, and nurture leads.

Why GoHighLevel Funnels Stand Out

Here’s how GoHighLevel funnels give your sales funnel a major performance boost:

1. All-in-One Platform

The Go High Level platform combines multiple tools under one roof — CRM, emails, SMS, landing pages, calendars, pipelines, forms, and more. You don’t have to jump between tools like ClickFunnels, Mailchimp, Calendly, and HubSpot anymore.

This saves time and keeps your data in one place, making your sales automation smoother and faster.

2. Smart Marketing Automation

One of the best features of GHL is its powerful Marketing Automation tools. Using GHL workflow automation, you can set up sequences that trigger automatically — like welcome emails, follow-up messages, or appointment reminders.

With Go High Level automation, you can keep leads engaged without doing everything manually. This increases your chances of converting them into paying customers.

3. Visual Funnel Builder

The drag-and-drop GoHighLevel Funnel Builder is easy to use and beginner-friendly. You can create funnels for:

Lead capture

Product launches

Webinar registrations

Sales pages

Appointment bookings Everything is customizable and mobile-friendly.

4. CRM + Funnels = Better Conversion

The Go High Level CRM lets you track every lead inside your funnel. With ghl CRM integration, you can monitor where each lead is in the sales process and send the right message at the right time.

This tight connection between CRM and funnels improves your closing rate dramatically.

5. Sales Tracking and Reports

GoHighLevel sales funnel tracking helps you see what’s working and what’s not. The platform offers clear analytics and reports, so you can understand customer behavior and make smart decisions.

Plus, with tools like sales automation and gohighlevel automations, you can respond instantly when someone clicks, opens, or fills a form in your funnel.

Use Cases: How Agencies and Businesses Use GHL Funnels

Many businesses are already boosting their results using GoHighLevel tools. Here are a few real-life examples:

Agencies use GoHighLevel white label to sell branded funnel and automation solutions to clients.

Coaches use Go High Level funnels to generate leads and book discovery calls.

E-commerce stores use GoHighLevel software to follow up with abandoned carts and run upsell campaigns.

Consultants rely on GoHighLevel Consultant features to close high-ticket clients faster.

Whatever your business type, GoHighLevel has something for you.

Easy Demo & Affordable Pricing

If you want to try GoHighLevel before committing, you can request a Go High Level demo. The demo walks you through everything — from funnels to CRM and workflow automation.

As for cost, Go High Level pricing is fair and affordable compared to other platforms that offer fewer features. There are different plans based on your business size and needs. You can even get a fully white-labeled solution if you're an agency.

With Ghl pricing & automation, you're getting maximum value for your investment.

Support and Expert Help

Getting started with a new platform can be tricky, but GoHighLevel support is known for being responsive and helpful. You can also find many GoHighLevel experts, Go High Level consultants, and Gohighlevel experts online who can help set up your funnels, automation, and CRM workflows.

Final Thoughts: Why Choose GoHighLevel Funnels?

Here’s a quick summary of why GoHighLevel funnels are a game-changer for your business:

Simplify your tech stack

Build powerful, automated funnels

Connect your CRM and marketing tools

Automate lead nurturing and sales follow-ups

Track performance with built-in analytics

Scale your business with white-label options

If you're serious about growing your business with smarter marketing, GoHighLevel marketing tools are worth exploring.

Ready to Take the Next Step?

At Elicit Digital, we specialize in helping businesses implement and optimize their GoHighLevel sales funnel strategies. Whether you’re looking for funnel design, automation setup, or full CRM integration — we’ve got you covered.

Let our team of Go High Level experts help you increase conversions, save time, and scale faster. Reach out to us today at sales@elicit.digital to get started or to book your personalized Go High Level demo.

[xillentech]

Unlocking Business Potential with Scalable Machine Learning Services

In today’s data‑driven world, businesses that harness intelligent automation and AI‑powered insights stand to gain a competitive edge. At Xillentech, our machine learning services are expertly designed to help organizations of all sizes deploy scalable AI models, automate critical workflows, and unlock the full potential of their data. Here’s how partnering with Xillentech can transform your operations and drive measurable growth.

1. What Are Machine Learning Services?

Machine learning services encompass the design, development, deployment, and maintenance of AI applications that can learn from data and improve over time. From predictive analytics and natural language processing to image recognition and beyond these services unlock the power to:

Automate repetitive tasks to improve efficiency

Deliver accurate, real‑time insights that guide strategic decisions

Scale AI capabilities seamlessly as your data grows

At Xillentech, our end‑to‑end AI development process ensures every solution is tailor‑made for your business’s unique needs.

2. Why Scalable AI Models Matter

Many organizations begin with one-off AI experiments think a chatbot or fraud detection pilot. But when data volumes surge and use cases multiply, these models often fail to scale. That’s where Xillentech’s scalable AI models come in.

We build systems designed to grow:

Architected for scale: Our pipelines and micro services integrate seamlessly with cloud and edge architectures, ensuring consistent performance as usage grows.

Flexible model maintenance: Your ML models adapt as data streams change, reducing technical debt and avoiding model drift.

Enterprise‑grade performance: Handling millions of records? No problem with Xillentech, you get reliable, cost‑efficient processing at scale.

3. Key Benefits of AI‑Driven Automation

Choosing Xillentech for your machine learning services means unlocking a new level of automation and intelligence:

Process automation Free up valuable time and resources by automating manual processes—be it invoicing, customer support, or logistics.

Predictive intelligence From demand forecasting and churn prediction to anomaly detection, our models help you anticipate problems and opportunities.

Smarter decision‑making Make data‑driven decisions with real-time dashboards and predictive analytics tools built into your apps.

Enhanced customer experience Deliver personalized product recommendations, real-time support, and improved engagement through AI‑powered user experiences.

Cost savings Optimize operations, reduce waste, and enhance resource utilization with automated intelligence built into your systems.

4. Xillentech’s Machine Learning Development Process

We bring together data science, software engineering, and AI strategy to deliver complete machine learning services:

Consultation & Discovery

Understand your business goals, data maturity, and OP‑potential AI use cases

Data Engineering

Clean, integrate, and prepare your datasets for high‑performing ML

Model Design & Training

Select algorithms, train models, and optimize performance via tuning

Validation & Testing

Validate models against real‑world data; conduct A/B testing protocols

Deployment & Integration

Seamlessly deploy models—via API, microservices, or embedded solutions

Monitoring & Maintenance

Ensure model accuracy and performance over time; update as data drifts

Scaling & Performance Optimization

Tune architecture, enhance efficiency, and implement auto‑scaling

This robust lifecycle ensures your AI solution is not only effective but also ready to grow and evolve.

5. Use Cases: Where AI Drives Impact

Our machine learning services have delivered real, quantifiable impact across industries:

Retail & e‑commerce:

Demand forecasting: reduce stock‑outs by 40%

Smart recommendations: boost average order value and customer loyalty

Manufacturing & Logistics:

Predictive maintenance: cut unplanned downtime by 60%

Route optimization: shorten delivery times and reduce fuel costs

Finance & Insurance:

Fraud detection: identify anomalies instantly

Risk modelling: improve credit scoring accuracy by ~25%

Healthcare & Life Sciences:

Clinical insights: support faster diagnoses and personalized treatment

Medical imaging: enhance image recognition with deep learning

Whether your needs include predictive analytics, anomaly detection, NLP, or computer vision Xillentech delivers end‑to‑end solutions engineered for your domain.

6. Technology Stack & Tools

Xillentech leverages leading‑edge frameworks and platforms for reliable, production‑ready AI systems:

Data platforms: AWS, Azure, Google Cloud, and Kubernetes

ML frameworks: TensorFlow, PyTorch, scikit‑learn, XGBoost

Data pipelines: Airflow, Kafka, Spark

Deployment tools: Docker, TFX, MLflow, Seldon Core

Monitoring: Prometheus, Grafana, DataDog

We tailor the stack to your existing systems, ensuring seamless integration and minimal disruption.

7. Why Choose Xillentech?

With so many players in the AI space, here’s why Xillentech stands out:

Deep expertise: Years of experience delivering production-grade ML systems

End‑to‑end delivery: From strategy to maintenance one integrated partner

Custom-built for you: No generic models only solutions finely tuned to your data

Transparent pricing: No surprise costs; flexible models to fit your budget

Ongoing support: Continuous monitoring and optimization post‑launch

8. Getting Started with Machine Learning Services

Launching AI in your business can feel overwhelming but with Xillentech, it’s simple:

Book a free discovery session We learn your goals, data readiness, and AI potential.

Evaluate ROI potential We craft a use‑case roadmap showing cost savings and growth.

Get a customized proposal We break down scope, timeline, budget, and expected outcomes.

Build your MVP Pilot your first ML model, validate results, then scale.

Conclusion

In an era where data‑driven insights and automation define success, partnering with a trusted AI provider is critical. Xillentech’s machine learning services empower you to build scalable AI models, streamline operations, and make smarter decisions backed by a team that supports you every step of the way.

Are you ready to transform your data into strategic advantage? Contact Xillentech today for a free discovery call and discover how our AI development and machine learning services can accelerate your business growth with intelligent automation and predictive intelligence.

[marketingprofitmedia]

Welcome to my Fusion App Review. Today, video marketing dominates the digital world. Video content may skyrocket your traffic and conversions regardless of being an amateur entrepreneur, affiliate marketer, or video blogger (a.k.a. content creator). However, until recently, producing high-quality videos consistently was a daunting task.

Meet Fusion App, the newest artificial intelligence discovery that combines Google Veo 3, the most advanced video generative AI in the world, with YouTube’s traffic channels to create a viral, niche-specific video coded by essentially a keyword in one click.

In this Fusion App Review, we will delve deeply into the features, workings, benefits, pros and cons, pricing, one-time offers, and our final verdict. We will now explore whether Fusion truly simplifies the process of mastering invaluable videos.

What Is Fusion App?

Fusion App is a transformative AI-enhanced video creation and generation traffic tool that combines the potency of Google Veo 3 (Google’s advanced generative video AI) with YouTube automation. Users can generate high-quality videos that won’t stop scrolling at the level of the niche or language with any keyword without any additional skills in video editing, technical knowledge, or experience in content creation with only 1 click.

It is specifically made to benefit marketers, bloggers, and content creators who are interested in automating video creation as well as buying infinite YouTube traffic and Google traffic using smart AI. According to your interests, whether to create video sales letters, faceless YouTube shorts, relate to a specific niche, or create affiliate marketing videos, Fusion App makes the whole process quite easy.

Fusion App Review: Overview of Product

Product Creator: Mike & Radu

Product: Fusion

Launch Date: 2025-Jun-19

Launch Time: 11:00 EDT

Front-End Price: $11.12 One-Time Fee! (Lifetime Access)

Official Site: Click Here To Visit Official Salespage

Product Type: Tools and Software

Support: Effective and Friendly Response

Recommended: Highly Recommended

Bonuses: YES, Huge Bonuses

Skill Level Required: All Levels

Discount Coupon: Use Code ��FUSION6” for $6 Off or Code “FUSION30” for 30% Off Full Funnel

Refund: YES, 30 Days Money-Back Guarantee

>>> Click Here to Get Instant Access Fusion App with Exclusive Bonuses <<<

Fusion App Review: About Developer

Fusionis brought to you by the masterminds Mike and Radu. Mike, with his extensive experience in software development and user interface design, has made Proteus both intuitive and powerful. Radu, an expert in online marketing and video course app development, has integrated advanced features that effortlessly drive traffic and maximize sales.

His interest in technology that changes the game goes beyond this release. There are great items in his collection, such as Pulsar, Academy, Proteus, Elixir, SPARK, Prestige, Flicker, Nucleus, ProfitList, ProfitCodex, ProfitWPH, ProfitStays, ProfitShopper, ProfitSpark, ProfitSoci, ProfitSGE, ProfitMarc, ProfitClass, ProfitCom, and many others.

Fusion App Review: Key Features of Fusion App

Fusion App Review: How Does It Work?

Fusion, You Are Minutes Away From Pro-Level Videos And Millions Of Visitors Become The World’s Next Big Youtube Star In Just 3 Simple Steps

Step #1: Login

Login To Our Stunning Google Veo-Powered Youtube Video Maker.

Step #2: Enter keywords

Write Any Keyword or Paste Your Affiliate Link and Watch FUSION Auto-Create, Edit And Publish Your Video Using World’s Only Google Veo Tech.

Step #3: Share and Profit

With 1-Click Send Your Video To Youtube And Get Millions Of Views Using Our Next-Gen “Algorithm Hacking”.

Fusion App Review: Benefits of Fusion App

Fusion Cloud-Based “Youtube Killer” Software and Interface

Groundbreaking Google Veo-powered tech lets you create videos with 1 click in any

Instantly publish to Youtube or schedule for any hour

Ability to use our “algorithm hacking” to get in front of millions for unlimited free traffic

Our “Platform SEO��� gets you #1 in trending, hashtags and keyword searches

Leverage the tools Youtube gives you in their fight against TikTok, IG, FB

Built-in affiliate campaigns: just copy/paste your link and let FUSION SELL for you!

First app to combine Google Veo + Youtube + Traffic

Videos included, characters included, dialogue, actors, screenplay, sound, subtitles

CGI and VFX effects DONE-FOR-YOU

Works In ANY language to Reach A WorldWide Audience

Commercial License Built In

Built In Training and Over-the-shoulder case studies

Full SSL Encryption Keeps Your Data SAFE and Privacy Protected

100% Risk Free 30 Days Money Back Guarantee

Google owns Youtube, and they own Veo too = your videos on #1 page of Youtube every time

Verify Users Say About Fusion App

Fusion App Review: Who Should Use It?

Affiliate Marketer

Business Owners

Coaches/Trainers

Product Creators

SAAS Owners

Content Creators

Service providers

E-commerce Stores

Freelancers

Agency Owners

Newbies

Digital Marketer

Website Owners

Works For Anyone

Fusion App Review: OTO’s And Pricing

Add My Bundle Coupon Code “Fusion30″ – For 30% Off Any Funnel OTO Below

Front-End (FE): Fusion App ($11.12)

OTO1: Fusion DFY ($39)

OTO2: Fusion Enterprise ($62.90)

OTO3: Fusion IMX Bundle ($97)

OTO4: Fusion PRO ($32.90)

OTO5: Fusion Reseller ($197)

>>> Click Here to Get Instant Access Fusion App with Exclusive Bonuses <<<

Fusion App Review: Pros and Cons

Pros:

Click video creation with Google Veo 3 + YouTube

Beginner-friendly dashboard

Voiceover package + commercial rights

No editing skills, no camera, no skills are needed

A good way to generate passive income

Regular monthly updates included

24*7 dedicated customer support

Cons:

Requires a one-time price

Requires an internet connection to use

Some advanced features require upsell plans

No one has noticed it until now!

My Own Customized Exclusive VIP Bonus Bundle

***How To Claim These Bonuses***

Step #1:

Complete your purchase of the Fusion App: My Special Unique Bonus Bundle will be visible on your access page as an Affiliate Bonus Button on WarriorPlus immediately after purchase. And before ending my honest Fusion App Review, I told you that I would give you my very own unique PFTSES formula for Free.

Step #2:

Send the proof of purchase to my e-mail “support@marketingprofitmedia.com” (Then I’ll manually Deliver it for you in 24 HOURS).

Final Verdict

Fusion App is a game changer for everyone who desires to take advantage of AI to dominate video content creation. Having Google Veo 3 and YouTube in perfect harmony, through it, users can produce high-quality, traffic-shooting videos with a single click, thus taking great advantage of its potential either as a beginner, a marketer, or an agency. It does not require editing, recording, or any technical skill.

Maybe you are sick of fiddling with costly software or wasting hours in the editing suite. Fusion App is the quickest and simplest way to boost your video marketing campaign. Now, whether it is creator-minded to build an audience, be an affiliate, or sell services to customers, this app can bring automation, velocity, and achievement in a manner that has not been achieved yet on any of the platforms.

🚀 Don’t miss out guys and start your journey with Fusion App today!

>>> Click Here to Get Instant Access Fusion App with Exclusive Bonuses <<<

Check Out My Previous Reviews: MagicBeast AI Review, MagicBeast AI Review, Vidintel AI Review, VEO AI Review, and ToolSync AI Review.

Thank for reading my honest “Fusion App Review” till the end. Hope it will help you to make purchase decision perfectly.

[aimarketresearch]

Molecular Modelling Market Size, Share, Trends, Opportunities, Key Drivers and Growth Prospectus

Executive Summary Molecular Modelling Market :

Data Bridge Market Research analyses that the molecular modelling market was valued at USD 3,226.86 million in 2022 and is further estimated to reach USD 9486.34 billion by 2030, and is expected to grow at a CAGR of 14.43% during the forecast period of 2023 to 2030.

Business intelligence is an essential aspect when it comes to accomplish thorough and wide-ranging market insights and the same is applied for generating this Molecular Modelling Market research report. The report offers CAGR value fluctuation during the forecast period of 2019 - 2025 for the market. Molecular Modelling Market analysis gives an examination of various segments that are relied upon to witness the quickest development based on the approximated forecast frame. Not to mention, this market report delivers an exhaustive study with respect to present and upcoming opportunities which shed light on the future investment in the market.

The sources of data and information mentioned in the Molecular Modelling Market report are very reliable and include websites, annual reports of the companies, journals, and mergers which are checked and validated by the market experts. The report can be used by both established and new players in the industry for complete understanding of the market. This market report is also sure to help in your journey to achieve the business growth and success. The precise and exact market research information provided through this Molecular Modelling Market report will drive your business in the right direction.

Discover the latest trends, growth opportunities, and strategic insights in our comprehensive Molecular Modelling Market report. Download Full Report: https://www.databridgemarketresearch.com/reports/global-molecular-modelling-market

Molecular Modelling Market Overview

**Segments**

- On the basis of product, the global molecular modeling market can be segmented into software and services. The software segment is expected to dominate the market due to the increasing demand for advanced software solutions for molecular modeling in various industries such as pharmaceuticals, biotechnology, and chemical.

- Based on application, the market can be categorized into drug development, drug discovery, material science, and other applications. The drug development segment is anticipated to hold a significant market share as molecular modeling plays a crucial role in predicting the behavior of drug molecules in the human body.

- By end-user, the market can be divided into pharmaceutical and biotechnology companies, research centers and academic institutions, and others. The pharmaceutical and biotechnology companies segment is projected to lead the market owing to the rising adoption of molecular modeling techniques to accelerate the drug development process.

**Market Players**

- Dassault Systèmes - Schrödinger, LLC - Illumina, Inc. - Certara - BIOVIA (Dassault Systèmes) - Chemical Computing Group - Physiomics Plc - Genedata AG - Acellera - OpenEye Scientific Software - others.

The global molecular modeling market is experiencing significant growth due to the increasing adoption of advanced software solutions and services across various industries such as pharmaceuticals, biotechnology, and chemical. The software segment is poised to dominate the market as organizations seek more sophisticated tools for molecular modeling to enhance their research and development processes. With the rising demand for personalized medicine and targeted drug development, the drug development application segment is expected to witness substantial growth. Molecular modeling plays a crucial role in predicting the behavior of drug molecules in the human body, enabling researchers to optimize drug efficacy and safety profiles.

Pharmaceutical and biotechnology companies are leading the adoption of molecular modeling techniques to expedite the drug development process, driving significant growth in the market. Research centers and academic institutions are also increasingly incorporating molecular modeling into their studies to gain insights into complex biological processes and accelerate innovation. As the demand for more accurate and efficient molecular modeling tools continues to grow, market players such as Dassault Systèmes, Schrödinger, LLC, and Illumina, Inc. are investing in the development of cutting-edge solutions to cater to these evolving needs.

In the highly competitive landscape of the molecular modeling market, companies are focused on strategic collaborations, product innovations, and acquisitions to strengthen their market presence and expand their customer base. Dassault Systèmes, a key player in the market, offers a comprehensive suite of molecular modeling software and services to meet the diverse needs of researchers and scientists. Schrödinger, LLC specializes in providing advanced computational chemistry solutions for drug discovery and materials science applications, positioning itself as a key player in the market.

Certara, another prominent player in the market, offers a range of software solutions for pharmacokinetic modeling and simulation, enabling pharmaceutical companies to optimize their drug development processes. With the increasing emphasis on data analytics and artificial intelligence in molecular modeling, market players like BIOVIA (Dassault Systèmes) and OpenEye Scientific Software are leveraging advanced technologies to enhance the accuracy and efficiency of molecular simulations.

Overall, the global molecular modeling market is poised for continued growth driven by the increasing demand for advanced software solutions, the expansion of applications in drug development and material science, and the growing adoption of molecular modeling techniques across various end-user industries. As market players continue to innovate and collaborate to address the evolving needs of customers, the molecular modeling market is expected to witness further advancements and breakthroughs in the coming years.The global molecular modeling market is characterized by rapid technological advancements and a growing emphasis on personalized medicine and targeted drug development. The market players mentioned, such as Dassault Systèmes, Schrödinger, LLC, Illumina, Inc., and Certara, are at the forefront of developing innovative software solutions and services to cater to the evolving needs of the pharmaceutical, biotechnology, and chemical industries. These companies are leveraging cutting-edge technologies like computational chemistry, pharmacokinetic modeling, and artificial intelligence to enhance the accuracy and efficiency of molecular simulations.

The increasing adoption of molecular modeling techniques by pharmaceutical and biotechnology companies is driving significant growth in the market. These organizations are seeking advanced tools to accelerate the drug development process and optimize drug efficacy and safety profiles. Research centers and academic institutions are also incorporating molecular modeling into their studies to gain insights into complex biological processes and drive innovation in drug discovery and material science applications.

Strategic collaborations and product innovations are key strategies employed by market players to strengthen their market presence and expand their customer base. By investing in research and development, companies like Dassault Systèmes and Schrödinger, LLC are able to offer comprehensive suites of molecular modeling software tailored to the specific needs of researchers and scientists. Certara's focus on pharmacokinetic modeling and simulation software caters to pharmaceutical companies looking to streamline their drug development processes.

The market landscape is highly competitive, with companies continuously striving to enhance the accuracy and efficiency of molecular modeling tools. Emerging technologies such as data analytics and artificial intelligence are being increasingly integrated into molecular modeling solutions to meet the growing demand for more sophisticated simulations. BIOVIA (Dassault Systèmes) and OpenEye Scientific Software, among others, are embracing these technologies to drive innovation and deliver high-quality solutions to their customers.

In conclusion, the global molecular modeling market is poised for continued growth driven by factors such as the rising demand for advanced software solutions, expanding applications in drug development and material science, and the increasing adoption of molecular modeling techniques across various industries. Market players will continue to focus on innovation and collaboration to address the evolving needs of customers, leading to further advancements and breakthroughs in the field of molecular modeling in the foreseeable future.

The Molecular Modelling Market is highly fragmented, featuring intense competition among both global and regional players striving for market share. To explore how global trends are shaping the future of the top 10 companies in the keyword market.

Learn More Now: https://www.databridgemarketresearch.com/reports/global-molecular-modelling-market/companies

DBMR Nucleus: Powering Insights, Strategy & Growth

DBMR Nucleus is a dynamic, AI-powered business intelligence platform designed to revolutionize the way organizations access and interpret market data. Developed by Data Bridge Market Research, Nucleus integrates cutting-edge analytics with intuitive dashboards to deliver real-time insights across industries. From tracking market trends and competitive landscapes to uncovering growth opportunities, the platform enables strategic decision-making backed by data-driven evidence. Whether you're a startup or an enterprise, DBMR Nucleus equips you with the tools to stay ahead of the curve and fuel long-term success.

How Molecular Modelling Market Report Would Be Beneficial?

Anyone who are directly or indirectly connected in value chain of Molecular Modelling Market industry and needs to have Know-How of market trends

Marketers and agencies doing their due diligence

Analysts and vendors looking for Molecular Modelling Market intelligence about Molecular Modelling Market Industry

Competition who would like to correlate and benchmark themselves with market position and standings in current scenario

Browse More Reports:

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About Data Bridge Market Research:

An absolute way to forecast what the future holds is to comprehend the trend today!

Data Bridge Market Research set forth itself as an unconventional and neoteric market research and consulting firm with an unparalleled level of resilience and integrated approaches. We are determined to unearth the best market opportunities and foster efficient information for your business to thrive in the market. Data Bridge endeavors to provide appropriate solutions to the complex business challenges and initiates an effortless decision-making process. Data Bridge is an aftermath of sheer wisdom and experience which was formulated and framed in the year 2015 in Pune.

Contact Us: Data Bridge Market Research US: +1 614 591 3140 UK: +44 845 154 9652 APAC : +653 1251 975 Email:- corporatesales@databridgemarketresearch.com

Tag:- Molecular Modelling Market, Molecular Modelling Market Trends, Molecular Modelling Market Growth, Molecular Modelling Market Demand, Molecular Modelling Market Size, Molecular Modelling Market Scope, Molecular Modelling Market Insights, Molecular Modelling Market Analysis

[sid099]

Artificial Intelligence Developers: Driving the Future of Intelligent Technology

In the fast-evolving world of technology, artificial intelligence developers have become some of the most valuable professionals in the industry. These experts are responsible for designing intelligent machines and systems that simulate human thinking. As AI becomes deeply embedded in our daily lives—from virtual assistants to self-driving cars—the role of artificial intelligence developers continues to expand.

Who Are Artificial Intelligence Developers?

Artificial intelligence developers are specialized software engineers who focus on building applications powered by machine learning, natural language processing, computer vision, and other AI technologies. They create algorithms that help machines make decisions, learn from data, and solve complex problems efficiently.

Unlike traditional developers, AI developers must blend knowledge from computer science, data science, and mathematics to build systems that can learn and adapt over time.

Core Responsibilities of AI Developers

Artificial intelligence developers handle a wide range of tasks, including:

Designing and implementing AI and machine learning models.

Preprocessing and analyzing large datasets.

Training and evaluating models using statistical techniques.

Building intelligent applications for speech recognition, recommendation systems, predictive analytics, and more.

Collaborating with data scientists, engineers, and product teams to integrate AI solutions into products.

Deploying AI models to production and monitoring their performance.

Key Skills Required for AI Developers

To thrive in the field, artificial intelligence developers must possess a unique blend of technical and analytical skills:

Programming Expertise: Proficiency in Python, R, Java, or C++.

Mathematical Foundation: Strong grasp of algebra, calculus, probability, and statistics.

Familiarity with AI Tools & Frameworks: TensorFlow, PyTorch, Keras, OpenCV, Scikit-learn.

Data Management Skills: Experience with SQL, NoSQL databases, and big data technologies like Spark.

Problem-Solving Abilities: Ability to tackle complex real-world problems through innovative AI solutions.

Knowledge of Cloud Platforms: AWS, Google Cloud, or Azure for deploying scalable AI applications.

Industries Employing Artificial Intelligence Developers

The demand for AI developers is booming across multiple industries:

Healthcare: AI for diagnostics, drug discovery, and robotic surgeries.

Finance: Fraud detection, credit scoring, and algorithmic trading.

E-commerce: Personalized recommendations, customer behavior prediction, and chatbots.

Automotive: Development of autonomous vehicles and smart navigation systems.

Marketing: Predictive analytics and automated content generation.

Career Growth and Opportunities

As AI technology continues to evolve, artificial intelligence developers are at the forefront of innovation. With increasing investment in AI by both startups and large corporations, job opportunities in this field are growing rapidly. Roles like AI engineer, machine learning engineer, data scientist, and research scientist offer high salaries and long-term career prospects.

According to industry reports, AI-related job openings have increased by over 70% in the last few years, with salaries often exceeding six figures depending on experience and location.

Conclusion

Artificial intelligence developers are shaping the digital future by building smart systems that transform how we work, live, and interact. Their expertise is essential in unlocking the full potential of AI across industries. For those with a passion for problem-solving, coding, and innovation, a career as an AI developer offers not just exciting challenges but also the opportunity to make a significant impact on the world.

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How AI Trends Are Reshaping Shopping in 2025

The shopping experience, both online and offline, is undergoing a significant transformation, driven by rapid advancements in artificial intelligence (AI). From personalized product transformations to automated customer support, AI is no longer a futuristic concept; it's the backbone of modern retail. As we advance further into 2025, emerging AI trends are not only enhancing convenience but also reshaping how consumers engage with brands and make purchasing decisions.

In this article, we examine the most impactful AI trends changing the face of shopping in 2025 and what businesses can do to stay ahead of the curve.

1. Hyper-Personalized Shopping Experiences

AI is enabling brands to deliver personalization like never before. By analyzing user behavior, past purchases, and preferences in real time, AI systems can recommend products that feel custom-made for each shopper.

This level of customization is made possible by intelligent algorithms developed during the AI shopping app development process. These apps go beyond simple suggestions, offering dynamic pricing, adaptive interfaces, and predictive buying prompts, all of which help boost customer satisfaction and loyalty.

2. The Rise of Conversational AI and Chatbots

Customer service has become faster, smarter, and more accessible thanks to AI chatbots. In 2025, these bots are more advanced than ever, capable of understanding natural language, detecting sentiment, and handling complex queries.

Shoppers can now ask questions, track orders, find products, and even receive fashion advice all through intelligent virtual assistants. Whether integrated into a website or mobile app, AI-powered chat interfaces are enhancing customer interactions while reducing operational costs for retailers.

These solutions are often developed by a skilled AI development company, ensuring that the chatbot aligns with the brand's tone, goals, and customer service strategies.

3. Visual and Voice Search Redefining Product Discovery

One of the most exciting AI trends is the integration of visual and voice search in retail apps. Instead of typing keywords, users can simply upload a photo or speak a command to find products.

This intuitive shopping experience reduces friction and opens new possibilities for product discovery. Behind the scenes, this functionality relies on advanced AI models trained by an AI software app development company, capable of recognizing patterns, images, and speech with impressive accuracy.

Retailers leveraging these technologies are seeing higher engagement rates and improved customer satisfaction.

4. Predictive Analytics Driving Inventory and Marketing Decisions

AI is not just improving the customer-facing side of shopping; it’s also transforming back-end operations. Predictive analytics tools now help businesses forecast demand, optimize inventory, and personalize marketing campaigns.

Retailers can now identify which products will trend in a specific region, determine optimal pricing strategies, and even plan promotions based on predicted shopping behavior. These advanced tools are typically implemented with the support of an experienced AI software development company that understands both the technical and strategic sides of AI integration.

5. Seamless Omnichannel Experiences

In 2025, the lines between online and offline shopping are increasingly blurred. AI allows retailers to deliver consistent, seamless experiences across multiple channels from websites and mobile apps to physical stores and smart kiosks.

For example, a shopper might add an item to their cart via an app and receive a reminder when they walk into a nearby store. With the right AI shopping app development strategy, businesses can integrate AI across platforms, ensuring customers feel recognized and supported at every touchpoint.

The Road Ahead for Retailers

To continue these trends, retailers must invest in AI strategically. That often means partnering with an experienced development company that can guide everything from solution design to implementation. Whether it’s creating intelligent chatbots, integrating voice search, or building predictive analytics tools, a trusted development partner is key to navigating the complex AI landscape.

Final Thoughts

AI is more than a trend; it's a fundamental shift in how shopping works. As we navigate 2025, the brands that embrace AI not just as a tool but as a core part of their customer experience will lead the market. From AI chatbots and voice search to predictive analytics and hyper-personalized applications, AI is reshaping the way consumers shop, engage, and buy.

Now is the time for retailers to future-proof their business with the right technology and partners, and that begins with choosing the right AI software development company to bring their vision to life.