The boring case for AI in mid-market operations.
Most AI value sits one layer below the headlines — in the routing rules, the reconciliation jobs, the invoices that never get sent. The unglamorous wins are the ones that compound.
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Field reports, technical opinions, and the occasional contrarian take. Written by the team, for anyone building intelligent systems for real businesses.
Most AI value sits one layer below the headlines — in the routing rules, the reconciliation jobs, the invoices that never get sent. The unglamorous wins are the ones that compound.
We’ve shipped enough pipelines to know which abstractions earn their keep. Here’s the kit we reach for, the kit we’ve abandoned, and the small set of opinions we’ve grown to defend.
Discovery decks die in inboxes. A working surface — even ugly, even partial — changes the conversation immediately. Here’s how we set up the first week to maximize learning.
Teams keep asking us to fine-tune a model when retrieval would solve the problem at a tenth of the cost and a hundredth of the maintenance. A short manifesto.
There’s a defensible boundary between commodity tooling and your real edge. We help clients draw it deliberately rather than by accident.
Remote-first means the work moves at the speed of writing, not meetings. A look at how the studio operates across time zones — and why we wouldn’t go back.
Roughly one note a month. No marketing, no upsells — just the thinking behind the work.