Agent architectures, automation pipelines, and focused AI products — built with the engineering discipline production actually demands. No demoware, no waterfall roadmaps, no hand-waving.
Each engagement is scoped to the piece that moves the needle. No generalist consulting, no theatre, no half-shipped prototypes.
Agent architectures, retrieval, and evaluation harnesses built to survive production traffic — not demo day.
Typed workflow systems that replace brittle manual ops with idempotent jobs and clean handoffs.
Focused internal tools and external surfaces that ship fast without sacrificing product fundamentals.
Technical reviews and scoped build sprints for teams already in motion who need a second engineer in the room.
The things we refuse to compromise — whether the engagement is six weeks or six months.
Every system ships with a replayable eval suite. If it cannot be measured, it does not merge.
Tracing, token accounting, and alert routes are wired before the first production request.
Typed contracts, written runbooks, and a named owner on your team — not a 200-slide deck.
The scope changes from engagement to engagement. The operating rhythm does not.
Read the code, the traces, and the runbooks. Calibrate scope against real constraints, not a wishlist.
Settle the contracts before a line of production code lands — retrieval strategy, tool surface, guardrails, eval plan.
Ship behind flags with tracing, evaluation, and alerting wired in from the first request through to payload regressions.
Hand over dashboards, runbooks, and an owner. We stay close for one iteration cycle, then get out of your way.
Industry descriptors stand in for logos. Full case studies publish after client sign-off.