01 · Applied AI
AI & ML systems
Prediction, anomaly detection, optimisation and generative systems, built into the operation, measured against the P&L, hardened for scale.
Technology consulting that reaches production.
Tech projects, digital and AI transformation, designed, built and operated by people who have shipped at population scale. The industry's open secret is that most AI pilots die in the lab. Ours are built to survive contact with the floor.
What we take on
Six kinds of mandate,
one production standard.
02 · Transformation
Digital & AI transformation
From paper and tribal knowledge to instrumented operations. Roadmap, sequencing, vendor calls and change management, owned end to end.
03 · Architecture
Platforms, data & APIs
The unglamorous layer everything depends on: data platforms, integration architecture, security and the build-vs-buy calls that haunt companies for a decade.
04 · Perception
Computer vision & geospatial
Vision on existing camera estates, satellite and geospatial analytics, telematics: perception systems that watch what people cannot.
05 · Simulation
Simulation & digital twins
Physics-grade virtual replicas that compress months of physical testing into days, for cells, fleets, plants and networks.
06 · Rescue
Diligence & rescue
A fixed-scope read of a troubled build, across architecture, team and delivery risk, ending in a 90-day plan. When the previous team has left, we take the controls.
How an engagement runs
Weeks to a verdict,
a quarter to production.
Phase 01 · Diagnose
A short, honest read.
Two to three weeks inside the operation: architecture, data, team and economics. It ends in a verdict on what to build, what to buy and what to stop, not a workshop.
Phase 02 · Architect
Design for the floor it runs on.
Systems designed against the real constraints: connectivity, hardware estates, compliance, the people who will actually use them. A partner signs the architecture.
Phase 03 · Build
Pods that ship.
A production engineering pod builds in cadence: web and mobile, data platforms, vision, simulation, applied AI. Scaled with the roadmap, stood down when done.
Phase 04 · Operate & hand over
Run it, prove it, transfer it.
We stay through stabilisation, instrument the outcomes, train your team and hand over a system your people own, with the option of an operating seat if you want us to stay.
Proof, not promise
Numbers from systems
running in production.
10 mo → 10 days
Battery-chemistry testing compressed
Digital twins for a unicorn battery manufacturer; cells optimised by this AI run with 6 of the top 10 western automakers.
300M+
Concurrent live viewers served by our broadcast AI
Deployed worldwide across the biggest cricket broadcasts.
200,000+
Drivers protected by fleet-safety AI in its first 100 days
Vision and telematics on national highway fleets.
Technology Consulting · the ask