Systems we
have built
Autonomy, security, health, devices and the software organisations run on. Four flagship cases first, each from a different discipline; then every system, at the stage it has really reached.
Flagship cases
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Robotics and autonomy · SimulationOperation Sentinel The problemA drone held still for 8.8 minutes before a wall that was not there. What we builtAn autonomy stack that found the cause in its own telemetry, fixed it, and now flies the mission through.
- Cybersecurity · InternalSentinelCore The problemSmall security teams drown in alerts and cannot trust automatic responses. What we builtA self-hostable platform that joins signals into incidents, contains reversibly under governance, and tests its decisions blind before they get authority.
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Health and geospatial · PrototypeMediMatch The problemHospitals let surplus stock expire while county facilities run short, and neither can see the other. What we builtA national view that finds the gap and routes surplus across it on real roads.
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Embedded and devices · InternalLESNAR TV and PLAY The problemOrdinary 2 GB televisions are slow, cluttered with ads, and cannot be a games console. What we builtA home screen that opens in 0.44 s on the real set, and co-op games with phones as controllers.
Every system, by stage
Live 2 · reached real users
CareProHealthBook a vetted nurse for someone at home, with payment through the platform. Offline when last checked, 2 Nov 2026Controlled beta
BizMtaaniCommerceShops list what they sell; customers order and pay from a phone. Reached live with its founding merchant. Offline when last checked, 2 Nov 2026Live
Prototype 9 · it works; nobody depends on it yet
MediMatchHealth · geospatialMakes surplus and shortage visible across facilities and routes transfers on real roads.Prototype
ZygosTrust and safetyShows what is known about a business before you pay it. Its own word is never proof.Pre-production
Jamii Projects HubCommunityCommunity projects with votes and records that survive scrutiny. Pilot in preparation. Prototype
LESNAR PLAYDevicesCouch co-op on a television; phones join as controllers by scanning a code.Prototype
CypherAI systemsProspect research where the AI stays inside its tenant and a person approves what goes out.Prototype
Gen-EatCommerceOrder from a campus café over WhatsApp and collect when ready. A demonstration. Demonstration
Hazina NomadsCommerceKenyan heritage pieces sourced privately. Storefront online; ordering paused. Prototype
Security operations portalSecurity operationsPublic site and operations portal for a security company: rosters, occurrence book, incidents, inspections and a client portal. Client work, shown without the client's name. Offline when last checked, 2 Nov 2026Staging, in validation
Optician operationsRetail and workshopPublic website, staff operations and owner management for an optician, from prescription to collection. Client work, shown without the client's name.Demonstration
Simulation 1 · proven in a simulated world, not in the field
Internal 2 · we run it on ourselves
Research 1 · nothing operated
Client systems appear without the client's name until the client has approved publicity. One more, for a non-profit, is described on Capabilities.