Approach
How an optimistic studio actually ships.
Optimism here is a planning assumption: the future is worth building for. The method is conservative. We would rather be late to a demo than early to an incident.
- 01
The decision is the product
We do not start with a model family. We start with the moment someone has to choose, approve, route, or refuse — and the cost of getting that moment wrong.
- 02
Measure the current path
Baselines before architecture. If we cannot say how the work is done today, we are not ready to automate any of it.
- 03
Narrow loops, explicit overrides
The first system is small, scored, and interruptible. Autonomy is earned in production, not granted in a kickoff.
- 04
Boring rails, sharp edges
We prefer dull infrastructure and fierce evaluation. Novelty belongs in the outcome, not in the plumbing.
Engagement shape
Most work begins as a four-to-eight week discovery-and-slice. We leave you with a running loop, an eval harness, and a written decision log — not a deck of options.
- Discover. Map the decision, the data, the failure modes, and who is on the hook.
- Slice. Ship one production path with logging, scores, and an override.
- Operate. Widen traffic only when the numbers hold. Then we talk about scale.