Tag: architecture
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From Hype to Hard Reality: 12 Lessons from 2025 That Will Shape Enterprise AI Architecture in 2026
In 2025, AI did not just accelerate. It was stress-tested, a theme I explored earlier in 2025: The Year Fundamentals Quietly Won Amid the AI. As models improved and experimentation exploded, enterprise AI collided with production reality. Systems met scale, cost constraints, regulatory pressure, and organizational friction. Many assumptions that held in labs and pilots…
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2025: The Year Fundamentals Quietly Won Amid the AI Hype
2025 is widely framed as the year AI accelerated. Models improved rapidly, tooling proliferated, and the barrier to experimentation collapsed. From the outside, it appeared that speed itself had become the competitive advantage. Inside enterprises, something very different happened. It was the year fundamentals were exposed. AI did not primarily reward novelty or early access…
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Scaling AI with A.C.T.I.O.N.S : A end to end Framework for AI Governance
We’re No Longer Just Building AI—We’re Living With It We’ve entered a new era of artificial intelligence—one where it’s no longer about building sophisticated models tucked away in isolated research labs or innovation centers. AI is now deeply woven into the fabric of our daily lives. It shapes what we read, how we work, and…
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From Idea to Execution: Writing Effective Solution Design Documents
In the world of Data and Analytics, a well-crafted design document isn’t just a formality. It’s the blueprint that transforms raw ideas into salable solutions. Clarity in design leads to clarity in execution. Agile and DevOps mean no design and no documentation. Now don’t get shocked. This is one of the biggest myths I have…
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