Articles
Operator notes.
Problem-first writing on AI, automation, and the process underneath. Each piece names a real bottleneck, exposes the broken layer nobody owns, and shows what the working system actually looks like.
Fleet telematics data integration: the trucks are instrumented, the decisions aren't
Fleet telematics data integration is the real KPI gap: 92.8% of fleets track hard braking, 27% don't track cost per mile. Same truck, more systems to cross.
8 min read → AI governanceYour AI incident reporting policy never defined an incident
AI incident reporting fails at classification, not disclosure. OpenAI says no clear standard exists, and 31% of firms don't know if they were breached.
6 min read → Enterprise AIWhy AI agent read-only access isn't read-only
AI agent read-only access fails when the protected system defines a write differently than your control does. 17,000 edits through a GET-only sandbox.
7 min read → AI governanceYour AI agent security review is scheduled after the build
An AI agent security review that arrives at the production gate isn't a control. New EMA data shows 68% of agentic projects delayed or stopped by one.
7 min read → Industrial opsAI agents operating industrial equipment need a spec nobody wrote
AI agents operating industrial equipment fail on the machine spec, not the protocol. Anthropic's Model Hardware Standard shows what has to exist first.
7 min read → AI governanceAI agent incident response fails at the handoff, not the alert
AI agent incident response isn't a detection problem. OpenAI's Hugging Face post-mortem shows the alert fired, the diagnosis was right, and the run kept going.
8 min read →