Post by Novelis

38% of enterprises are piloting AI agents. Only 11% have them in production. Why do so many impressive pilots never become reliable systems? Our R&D lab dug into the numbers (Deloitte, Gartner, McKinsey, MIT) and the conclusion is clear: this is not a technology problem. The models work. What's missing is everything else: - Governance designed BEFORE deployment, not after the first incident - Clean, structured, governed data the prerequisite nobody budgets for - One team clearly accountable for the agent's behavior in production - Evaluation infrastructure that tests quality at real volume, not demo conditions The 14% that made it across didn't have better models. They had a production operations model not just a pilot roadmap. 📄 Full analysis from our R&D lab linked below. https://lnkd.in/e5_By5Qr Where are you on the journey: pilot, pre-production, or already at scale? Tell us in the comments 👇 #AI #AIAgents #DigitalTransformation