From AI decision to production.

You're not sure which AI opportunity deserves capital.

You have a specific workflow or stalled pilot, but its feasibility, value, or scope is still unclear. We establish the baseline, inspect the available data, and identify the likely failure modes. You receive a recommendation to build, buy, rescue, or stop. If the work should continue, we also provide a fixed-scope delivery plan.

You walk away with: a defensible decision, whichever way it goes.

$5,000. Five business days. Worth it when the answer is "don't build."

Your pilot demos well but won't ship.

The prototype works in a demo but still lacks one or more production essentials: evaluation, integration, reliability, ownership, or adoption. We test it against your historical data, decide whether to salvage or rebuild it, and either ship it with monitoring or document why it should stop.

You walk away with: a production AI system, or a defensible stop. Continuing a weak pilot to protect sunk cost is the failure we prevent.

Fixed price. Weeks, not months.

One expensive workflow is ready for a production AI system.

We start with a bounded workflow, a named owner, and a baseline worth improving. The build includes a signed specification, an evaluation harness based on your historical examples, and the smallest AI system that can pass it. We add production monitoring and fallback, then hand over the code, evaluations, configuration, dashboard, and runbook. After launch, a value report documents what changed.

You walk away with: a tested production AI system that your team owns, with the evaluations and operating guide needed to run it.

Fixed price. Weeks, not months.

Your production AI system needs to stay measurable and recoverable.

Models, prompts, and inputs change. We run scheduled evaluations, respond to failures, make evidence-backed updates, and report monthly. The service is optional, and canceling it does not affect your ownership of the system.