by Chetan Sroay | Feb 15, 2026 | AI Automation
Your AI agent just made a decision that cost your company £2 million. Who’s accountable? The developer who built it? The vendor who sold it? The manager who approved its deployment? The AI itself? This isn’t a hypothetical scenario. As enterprises race to...
by Chetan Sroay | Feb 11, 2026 | AI Automation
Traditional RAG has a dirty secret: it treats your knowledge base like a bag of disconnected facts. Ask a standard RAG system “Who reports to Sarah?” and it might retrieve Sarah’s bio, a random org chart snippet, and an unrelated meeting note — then...
by Chetan Sroay | Feb 7, 2026 | AI, AI Agents, AI Architecture, AI Automation
Most AI automation projects never make it to production. After building autonomous systems for dozens of companies, I’ve watched the same failure patterns repeat. The technology isn’t the problem—it’s how projects are approached. Here’s what...
by Chetan Sroay | Feb 6, 2026 | AI Automation
Single AI agents were just the beginning. The real power emerges when multiple specialised agents work together — each handling what it does best, coordinating seamlessly, achieving outcomes no single agent could accomplish alone. This is multi-agent orchestration....
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...
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...
