Consultancy
We take on a small number of consulting engagements each quarter. Whether you need an architecture review, a focused build sprint, or a technical co-founder for 90 days — we bring the depth of having built this inside Microsoft and shipped it in production at Grapine.
Engagements are scoped, time-boxed, and priced to actually get something done. No retainers that drag on. No slide decks with no follow-through.
Get in touchWhat we take on
We audit your current AI stack — prompts, context strategy, agent design, tooling choices — and deliver a written report with prioritised recommendations.
Fixed scope · Delivered in 2 weeks
Teams who've shipped something and suspect it isn't built right
Four to eight weeks. We design, build, and ship a defined AI feature or product alongside your team. You own the code when we're done.
Fixed scope · 4–8 weeks · Outcome-defined
Teams who need to move fast and don't want to hire
A deep dive into your LLM call patterns. We find the token waste, the prompt regressions, and the context that's hurting your output quality.
Fixed scope · Delivered in 1 week
Teams with rising API costs or degrading output quality
For founders and PMs deciding what to build. We help you scope the right AI feature, pick the right architecture, and avoid the expensive wrong turns.
Workshop + written brief · 1–2 weeks
Pre-build founders and PMs at the architecture decision stage
Built AI systems at Microsoft. Holds an AI patent. Ships production products at Grapine every quarter.
This isn't advisory work from the sidelines.
Describe what you're trying to build or fix. We'll tell you honestly whether we can help — and if so, how.
[email protected]We review every inquiry. We take on 2–3 engagements per quarter.