Enterprise AI Deployment & The 95% Problem
Empirical research and operational playbooks on why 95% of enterprise AI pilots fail, and how to build production systems that move corporate P&L.
CURATED ANALYSES // ENTERPRISE DEPLOYMENT (2)
Enterprise Deployment
01|11 min read
Build, Buy, or Embed: The 2026 Enterprise Guide to Deploying AI Agents
A definitive decision framework and 24-month Total Cost of Ownership (TCO) model comparing building AI agents in-house, buying commercial SaaS platforms, and embedding Forward Deployed Engineers.
By Ajith P·Jul 24, 2026
Enterprise Deployment
02|11 min read
Why 95% of Enterprise AI Pilots Fail (And What the 5% Do Differently)
An empirical autopsy of enterprise AI pilot failure based on MIT NANDA, McKinsey, and Gartner data, detailing the 4 pilot killers and how the 5% deploy to P&L value.
By Kavin Raj·Jul 5, 2026