Become an
AI-native
company.
We help teams turn AI from a side experiment into the substrate of how the company runs — strategy, build, and embed in one consultancy.
BUILT FOR TEAMS IN
Start with an honest read of where AI actually helps.
No demo decks. No vendor games. We sit inside your operation for two weeks, map the workflows, and come back with a sequenced plan tied to outcomes your CFO will recognize.
What we do, end-to-end.
Four tracks. One team.
AI strategy & roadmapping
Frame the bets. Pick the two or three problems where AI actually compounds — and the order to ship them in.
Agent & workflow implementation
Production agents wired into your real systems. Not demos. Real workflows, real evals, real ownership.
Team enablement & training
Make every team — not just engineering — fluent with the tools. Patterns, guardrails, and habits that stick.
AI audits & opportunity mapping
A read of your operation: where AI leverage is hiding, where it's overhyped, and what the honest ROI looks like.
Who we work with
The principles travel. The playbooks don't. We tailor the audit and the agents to the shape of your industry.
SaaS companies
We help SaaS teams turn AI from a feature label into the substrate of the product — embedded in onboarding, support, retention, and the day-to-day shape of the workflow.
Read the briefE-commerce & D2C brands
We help brands rebuild the storefront, the back-office, and the post-purchase experience around AI — so growth doesn't have to mean hiring linearly.
Read the briefDigital agencies
We help agencies move from billing hours to shipping leverage — embedding AI into delivery, productising services, and turning internal know-how into recurring revenue.
Read the briefServices & consulting firms
We help professional services firms turn their knowledge into infrastructure — accelerating research, proposals, and delivery without losing the judgement clients actually pay for.
Read the briefA four-step path from audit to embedded.
Audit
Two weeks inside your operation. Workflows mapped, leverage points identified, an honest read of what's worth automating.
Roadmap
A sequenced plan: what to build, in what order, with what guardrails. Tied to outcomes you can measure.
Build
We embed and ship. Real agents, real evaluations, real deployments. Code your team owns at the end.
Embed
Hand-off, training, and a 90-day support window. Your team runs the system; we stay reachable.
Built for the people doing the work.
Founders & CEOs
Translate AI into bets you can actually defend at the board.
Heads of Product
Ship AI inside the product — not as a side experiment.
Ops & Customer teams
Cut the time tax on routine work; keep judgement human.
Engineering leaders
Real agents, real evals, real ownership at handoff.
Engagements that match the bet.
Start small. Scale into the embed once we've earned it.
2-week diagnostic
- Workflow map & leverage scoring
- Sequenced roadmap
- Honest ROI read
6–10 week build
- Everything in Audit, plus —
- Production agent & eval suite
- Code your team owns
- Handoff & training
Quarterly retainer
- Embedded team, on call
- New agents shipped quarterly
- Internal enablement program
Ready to become AI-native?
A 30-minute call. Bring the workflow that's hurting most. We'll tell you, honestly, whether AI is the right lever.