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From Demo to Production: The Engineering Behind AI Systems That Actually Work

by Chetan Sroay | Jan 31, 2026 | AI, AI Agents, AI Architecture, AI Automation, AI Systems, Uncategorized

There’s a canyon between “AI demo” and “AI in production.” I’ve seen countless proof-of-concepts that impressed in a meeting room but failed in the real world. The gap isn’t intelligence—it’s engineering. Here’s...

The ROI of Autonomous Infrastructure: Real Numbers from Real Projects

by Chetan Sroay | Jan 24, 2026 | AI, AI Agents, AI Architecture, AI Automation, AI Systems, Uncategorized

Let’s talk numbers. Not theoretical projections. Not vendor marketing claims. Real ROI from AI automation projects I’ve built and deployed over the past two years. Because at some point, every AI conversation needs to answer one question: Is this actually...

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