The Generative AI Industrial Revolution
  • Home
  • About
Sign in Subscribe

AI & Agentic AI

89 percent of AI agent pilots never reach production with key data from Deloitte HCLTech and Nasuni

89% of AI Agent Pilots Never Reach Production

New data from Deloitte, HCLTech, and Nasuni shows the AI agent production gap widened to 89%. Enterprises are now actively rolling back deployed agents.
Luiz Neto 05 Aug 2026
Enterprise open-source model share fell to 11% in 2025 from 19% in 2024, even as open weights reached coding parity

Open-Weight Models Caught Up. Adoption Fell to 11%

Open-weight models matched proprietary ones on code, but enterprise open-source share fell from 19% to 11%. Why the real decision is not open versus closed but a governed selection problem, and the four-gate framework for licensing, cost, and provenance.
Luiz Neto 21 Jul 2026
AI agents in production succeed 56.6 percent of the time across 4.5 million runs, with 46 percent of POCs reaching production, 14 percent scaling, 5 percent showing P&L impact

AI Agents in Production Succeed 56.6% of the Time

The 2026 agent numbers look contradictory: 46% of POCs reach production, 14% scale, 5% show P&L impact, and telemetry says deployed agents succeed 56.6% of tasks. They measure four different gates of one funnel. Here is the reconciliation and the habits of the minority that scales.
Luiz Neto 15 Jul 2026

Subscribe to The Generative AI Industrial Revolution

Don't miss out on the latest news. Sign up now to get access to the library of members-only articles.
  • Sign up
The Generative AI Industrial Revolution © 2026. Powered by Ghost