The problem
Demos are easy. Systems that survive production are not.
Most AI work stalls before it touches the real workflow — blocked by compliance, brittle under load, ignored by the team. We only build the kind that runs, and we own it once it does.
The usual outcome
Stalls before it touches the real workflow.
How we ship
Runs in production, compounding every week.
What we do
We make companies AI-native — then stay invested.
Build production systems
Agents, copilots, retrieval, and workflow automation that survive your real operation — not a demo.
Transform agencies
Make a services business AI-native: 3–5× throughput per head, without growing the team.
Take equity in the outcome
Through Growth Partner we back our conviction with capital, and re-rate the businesses we transform.
Operators who've shipped this before
Selected work
The work, not the deck.
Care Portfolio Intelligence
Live portfolio monitoring across 3,000+ care homes for a healthcare investment firm — quarterly reporting replaced by real-time risk signals.
Enprivacy
Real-time PII redaction and LLM observability SDK — the compliance layer that unblocked enterprise AI adoption under PDPA & GDPR.
Avara Foods
Automated document and data workflows for a $1Bn+ revenue operation — 100% of manual entry eliminated.
Enterprise Marketing AI
Real-estate marketing workflows rebuilt as AI systems — 80% automated, 5× faster content output, full regulatory compliance.
The alignment
No VC. No retainer-farming. We win when you win.
Most AI consultancies are paid to start projects. We're paid by the systems that keep running — and through Growth Partner, by equity in the businesses we transform.
- Production-first: paid on outcomes, not slideware
- Principal-led delivery — no junior bench between you and the work
- Skin in the game: we take equity in companies we make AI-native
Where the incentive points
How we work
Principal-led. In your operation. Built to run.
Principal-led
The people who scope it ship it. No junior bench, no handoffs.
Inside your operation
We build where the work happens — with your data, your approvals, your constraints.
Built to run
Production from day one: monitored, evaluated, and owned — not handed over as a prototype.
Put AI where your business actually runs.
Bring a workflow that matters. We'll come back with a point of view on what to build, what it's worth, and how we'd own the outcome.