The AI Model Changed. Your Workflow Needs New Evidence.
A provider update can alter behaviour without changing the workflow’s name. Keep a small regression set, decision owner and rollback boundary attached to the operating system.
4 min
Stratogenic Blog
Thinking for founders who build.
Practical notes on strategy, evidence, AI deployment and the decisions that have to survive contact with real operating conditions.
The AI Act Date Is Not Your Deployment Decision
The AI Act’s August 2026 enforcement point matters, but a calendar date cannot classify your system, name its owner or decide what evidence makes deployment proportionate.
5 min
An AI Pilot Passed. What Has Actually Been Proved?
A successful AI pilot proves that a particular system handled particular tests under particular conditions. Deployment needs a separate decision about risk, ownership, monitoring and what happens when the system is wrong.
4 min