HOW WE BUILD
Speed is a discipline
Four production platforms. One small team. No shortcuts.
AI-native, human-directed
Recursys, Atlas, Myra and ADMRL are live platforms, built and run by a deliberately small team.
Not AI-assisted. AI-native: agents write much of the code, humans set direction and own every decision, and independent review gates catch what either would miss. The same governance we sell is the governance we run.
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Production platforms built: Recursys, Atlas, Myra and ADMRL.
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Automated tests on one platform alone.
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Specialised agents in daily engineering use.
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0 day cycles
Releases move in days, not quarterly roadmaps.
The operating system behind it
Plans are adversarially reviewed before code. Code is reviewed by agents and humans. Releases pass evaluation harnesses, security scanning and staged rollouts.
Recursys runs M&A diligence. Atlas answers customers. Myra manages our own family wealth. ADMRL gives clinicians their afternoons back. We use everything we ship.
THE FLAGSHIP · APD-01
AI Platform Delivery: the method, written down.
Sixteen pages on how we design, build and operate AI platforms that earn production: the reference architecture, the determinism wall, the brain, multi-model routing, agents through gates, evaluation infrastructure, and governance that walks into 2027 already compliant. With a complete worked example: a grant intelligence platform that finds every relevant program, screens eligibility clause by clause, assembles submissions from verified evidence, and answers the grantor with a human on the release.
- MULTI-MODEL BY DESIGN · ROUTED AND MEASURED
- DETERMINISTIC WHERE IT COUNTS · CITATION OR REJECT
- A BRAIN THAT COMPOUNDS · REGISTERS, GRAPH, PRECEDENT
- AGENTS THROUGH GATES · EVIDENCE FILE FROM COMMIT ONE
If you want the honest version of what AI can do for your business, ask the people who bet their own on it.
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