Data & AI

There are tens of thousands of commercial AI apps and platforms available in the global market. Major aggregator directories like There’s An AI For That track roughly 50,000+ AI tools across web and mobile, while developer repositories feature millions of underlying models and code packages. Every business leader sees the same headlines: companies are using AI to automate operations, […]

Businesses everywhere are investing in AI. Some want to automate repetitive work. Others want to build smarter products, improve customer support with AI, or make better business decisions. The biggest question usually comes after deciding to adopt AI. Should you build an in-house AI team or outsource AI development to a specialized company? There is no one-size-fits-all answer. […]

AI is a priority for enterprises but developing AI initiatives often fail during implementation. According to Gartner, organizations will abandon 60% of AI projects due to the lack of AI-ready data through 2026. Enterprises move forward with AI implementation without clearly understanding if they have enough data, if AI can even solve the problem or if it will provide clear measurable […]

Selecting the right AI development company is far more difficult than choosing a traditional software development partner. The reason is, today, almost every technology company claims to offer AI expertise, but only a small number have dedicated teams of data scientists, machine learning engineers, AI engineers, and data engineers capable of delivering production-ready AI systems. Even more important, successful AI […]

Nowadays, every business wants to adopt AI to benefit from its transformative capabilities. From streamlining operations and unlocking new insights to enhancing customer experiences and driving innovation, the promise of artificial intelligence is undeniable. Yet out of 100 corporate projects, only 5% of AI initiatives achieve long-term success, while a staggering 95% of AI initiatives fail. Why is the failure rate […]

Nihir Patel August 6, 2026

Planning to adopt AI? Check out this detailed AI readiness assessment framework to evaluate how prepared your existing landscape is to adopt AI successfully.

AI is transforming how people work, make decisions, and interact with digital products, from recommendations on your streaming app to fraud detection protecting your bank account, chatbots answering your customer service queries, and the algorithms deciding which job listings you see. However, behind every AI system that works well, there is a rigorous, structured process […]

As enterprises move beyond generative AI, two approaches are emerging: Copilot AI and Agentic AI.  While Copilot AI helps people complete tasks faster, Agentic AI can independently plan and execute workflows with minimal human intervention. Understanding the difference between these approaches is essential for businesses evaluating AI investments in 2026. What is Copilot AI? Copilot AI is designed […]

Dentistry relies heavily on visual interpretation, like X-rays, scans, and clinical observation. Even experienced dentists can disagree on early-stage issues like caries or bone loss. It is truth that limitations of human eyes can miss certain cavities, decay, and other problem spots in teeth, leading to serious issues as time passes. AI in dentistry can help to identify those anomalies early […]

If you’re a business owner, you’re more likely to have experienced overstock and stockout. It’s obvious because being all over the map about the future demand, you can’t ensure an appropriate inventory level. However, with AI in demand forecasting it’s possible to predict demand and arrange the right quantity of products at the right time and location. Now when even a viral social media post, a sudden weather event, or a supply chain disruption […]

Attributed to its wider use cases and benefits, professional services are capitalizing on the capabilities of AI. Whether you are a law firm advising on a multi-jurisdictional merger, an engineering consultancy modeling urban infrastructure, or an HR advisory firm helping a corporation reduce employee attrition, AI in professional services is now the way to smooth operation.   From AI-assisted contract […]

Guest expectations in hospitality are changing fast. Travelers now expect faster service, personalized experiences, and seamless digital interactions at every touchpoint. This shift is pushing hotels and travel businesses to adopt smarter technologies. That’s where AI in hospitality industry operations is making a strong impact. From virtual concierge support to dynamic pricing and predictive maintenance, AI […]