STEMD AI · Insights
What we learn building automation systems.
Method, architecture and honest post-mortems. No filler, no empty promises.
Business OS
Eight layers, and why the order is not negotiable
Most automation projects fail at sequencing, not at technology. Here is the order we build in and what breaks when you skip a step.
02/09/2026AI agents
An agent that invents a price is worse than no agent
The failure mode nobody demos: an AI that answers a customer confidently and wrongly. Here is the rule we build every agent around.
02/09/2026AI CheckUp
Why we start with an audit, not an agent
An AI agent on top of a broken pipeline produces confident nonsense faster than a person could. That is why the first thing we build is nothing.
02/09/2026Browse by topic
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