IBOTSystems Blog https://ibotsystems.com/blog/ Field notes on AI in production engineering, from a practicing AI engineering company. AI adoption for complex enterprise line-of-business applications. en-us Wed, 20 May 2026 18:56:34 GMT Hype rides high. The thirty percent compounds. https://ibotsystems.com/blog/hype-and-the-thirty-percent/ https://ibotsystems.com/blog/hype-and-the-thirty-percent/ Wed, 20 May 2026 00:00:00 GMT Most enterprise AI noise is incentive-driven. Underneath is the smaller, real story — the 30 to 50% of AI that compounds inside production systems. noreply@ibotsystems.com (Gopal Koratana) AI Hype Enterprise AI Line of Business Apps AI SDLC Compounding PlayerZero Pilots stall, or pilots compound. There isn't a third option. https://ibotsystems.com/blog/pilots-stall-or-compound/ https://ibotsystems.com/blog/pilots-stall-or-compound/ Tue, 19 May 2026 00:00:00 GMT The pilot trap Sid Mookerji named in retail AI isn't a retail problem. Any enterprise running AI on systems built before AI hits the same wall — the pilot survives the lab, meets the legacy, and stops compounding. noreply@ibotsystems.com (Gopal Koratana) AI SDLC Pilot Trap Enterprise AI PlayerZero Legacy Systems Compounding