Most engagements are 90 days. Entry points vary; the shape doesn't. Senior people, short cycles, and one written outcome report at the end.
We audit your stack, data, and priorities — then map a phased roadmap to measurable ROI. No slideware. Each recommendation comes with a scoped pilot and a projected lift.
Fine-tuned models, retrieval systems, and agents built for your domain — owned by you. We deliver code, weights, prompts, and eval sets to your repo. No vendor lock-in.
Replace manual loops with reliable automation. We focus on ops, support, and back-office first — the functions where AI pays back fastest.
Deploy, monitor, and iterate on models inside your existing infrastructure. We don't pitch new platforms — we slot into yours.
One-week audit of data, stack, and priorities. Out: a ranked opportunity map.
Model architecture, eval harness, and integration plan. Out: a signed-off build spec.
Two-week sprints, shared Linear, daily demo builds. Out: a production-grade system.
Monitoring, retraining, and team enablement. Out: your team owns it outright.
30-minute intro call. We'll tell you honestly whether AI is the right move — and if so, which entry point fits.
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