Insights
Field notes on revenue data and AI governance.
Where the foundation cracks when you put AI agents on top of a stack built for people clicking buttons, and what to fix before it does.
Start here · AI Governance
5 Ways AI Agents Fail When Your Data Stack Wasn't Built for Them
AI agents don't fail because the model is dumb. They fail because the data stack underneath them was built for humans clicking buttons, not software acting autonomously at machine speed. Here are the five failure modes we see most, each one scored on the Agentic Workflow Readiness pillar of our AI Readiness Benchmark.
June 19, 2026 · 11 min readAgent Failure of the Week
Agent Failure of the Week #1: The Thundering Herd
What happens when your APIs meet a fleet of agents that never waits its turn
June 26, 2026 · 3 min readAgent Failure of the Week #2: Last Write Wins (And That's the Problem)
Two agents, one record, no referee
July 3, 2026 · 3 min readAgent Failure of the Week #3: Who Did That? (Nobody Knows)
When your audit log can't tell a human from an agent
July 10, 2026 · 3 min read