We publish how we work because most agencies do not. This is the exact sequence from first email to shipped code. If your engagement should look different, we tell you on the call—not after the SOW.
A real audit, not a sales call. One principal spends two weeks inside your codebase, model evals, data model, and hiring plan. You get a written report with diagrams, specific risks, and recommendations we would put in front of a board.
These are not values written on a wall. They are constraints that run the engagement.
Auth, migrations, deploys, and error handling. The AI layer is the last thing we build, not the first.
If we cannot measure it, we do not deploy it. Every model has a harness your team can run.
Principals lead a maximum of two engagements at once. If we are in, we are in.
Weekly Friday update. Monthly review. Handoff letter. Important things go in writing.
Every file has an owner on your side by month two. We do not leave behind mystery systems.
We turn down work when the problem is wrong or we are not the best fit.
First call is a working session, not a pitch. We figure out together whether the problem fits the engagement.
Usually respond within a few hours.