Production AI systems built to ship and last. LLM features, agentic workflows, retrieval pipelines, and the evaluation infrastructure that keeps them honest.
We work end-to-end with your team — spec, prototype, ship, hand off — or stay on as a long-term technical partner.
Independent technical assessments and AI roadmaps for executives, boards, and investment committees. We answer the hard questions plainly: what to build, what to buy, what's vapor, what's coming.
Written reports, in plain English. No slide-show theatre.
| id | principle | note |
|---|---|---|
| [01] | useful over impressive. | Software is in service of an outcome, not the other way around. We optimize for the result you actually need — even when a simpler tool does the job. |
| [02] | strategy + code, same hands. | The people writing the assessment are the people who would ship it. No handoff theatre. No slide deck disconnected from what's possible to build. |
| [03] | honest engineering. | The right answer is sometimes don't build it. We say so. Our reputation is worth more than any single engagement. |
| [04] | small team, deep range. | We stay small on purpose. The work that comes through the door gets the attention of people who can do it themselves, end to end. |
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