Short essays for the operators who have to make this work in the real world. Published when there's something useful to say, not on a content calendar.
The pattern is consistent: a strong PoC, a quiet handover, no owner. The system limps along until the next reorg or budget cycle quietly buries it. We know the failure mode well enough to scope around it, here's how.
Read the essayWhere does the data go, who approves the output, what's the off-switch, what's the cost ceiling, and what happens when it gets it wrong.
The number that moves a CFO is hours reclaimed and errors avoided, not benchmark scores. How we frame the business case so AI gets a second budget cycle.
If your team can't run it without us in the room on day 91, we built the wrong thing. Why every workflow ships with SOPs, evals, and an off-switch.
Approval steps that don't slow the workflow to a crawl. The trick is being honest about which decisions actually need a human, and which ones don't.
You should be able to turn the model off in under five minutes and have the team go back to the manual workflow without losing data. We design for that on day one.
Most teams reach for a build when a stitched-together set of off-the-shelf tools would ship in a tenth of the time. Here's the cheat sheet we use.
A 30-minute fit call. No deck. We'll tell you whether AI is the right move, honestly.
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