Today, almost every enterprise claims to be “using AI.” Chatbots are live, copilots are in pilots, and leadership decks are full of AI roadmaps. Yet when you look beyond the demos, a different story emerges. Despite widespread adoption, only a fraction of organizations are seeing meaningful business impact from AI. Industry research consistently shows that while around 78% of companies report using AI, […]
Deploy Generative AI 60% Faster!
We are living in an era where data is being created everywhere – and faster than most organizations can manage. According to IDC (International Data Corporation), global data creation crossed 180 zettabytes in 2025 and is expected to reach over 220 zettabytes by 2026, driven by cloud adoption, connected devices, SaaS platforms, and digital applications. What’s more important is where this data […]
After more than two decades of working across data platforms, Cloudera in its Hadoop-heavy days, Informatica and Talend at scale, Snowflake & Databricks before it became fashionable, and newer AI-centric platforms like Dataiku, DataRobot, Custom ML Codes. I’ve seen the same pattern repeat itself. AI projects don’t usually fail because the models are bad; they fail because the data never […]
In my years working with enterprises navigating today’s digital landscape, I’ve seen firsthand how organizations struggle with an increasingly complex mix of cloud services, on-premises infrastructure, applications, and data pipelines. While this hybrid ecosystem offers incredible flexibility, it also introduces fragmentation, inefficiencies, and operational silos that can cripple even the most sophisticated teams. That’s why at Edgematics, we built […]
The Silent Crisis Every Enterprise Is Struggling With When you ask any CIO or CTO today what keeps them up at night, surely, you’ll hear the same concern over and over: “Our systems don’t speak to each other the way they should be speaking.” Despite billions invested in cloud platforms, data lakes, integration tools, SaaS apps, and automation frameworks, 95% […]
We are living through the most important shift in how work gets done since the invention of the internet. In the past, success was built on processes, people, and patience. Today, success flows from seamlessly connecting data and teams, automating intelligently, and empowering people to focus on what matters most. Leaders no longer just oversee […]