Work with UOI
We apply the same evidence standard to your hardware, models and constraints, and hand over the conditions and limits with the result.
Start here
Start with a Stack check: your board, image, runtime, models and sensors, checked against the one thing that has to work.
- What you send
- Your board, OS image, runtime, models and sensors, and the one thing that has to work.
- What you get
- A written report with each combination’s status, evidence and versions; the unknowns, each with the cheapest test that would settle it; and the risks, ranked.
- What stays private
- Your stack, data and results stay private unless you agree in writing to publish them.
Quoted on scope. Scope, price and turnaround are agreed in writing before work starts.
Services
Name the outcome you need. Each one has a stated deliverable.
Pick the board
Compare boards, models and deployment paths against your workload, under conditions you define, and get a recommendation you can inspect.
DeliverableA comparison, a benchmark report or a technical recommendation.
Compare boards
Fit the model on the device
Train or adapt a model for your data, task and target, optimise the deployment path, and state where its quality falls short.
DeliverableThe model, its evaluation results and deployment guidance.
Fit a model
Make the stack work
Build the software and integrations your system needs, from application code and model runtimes to sensors, ROS 2 and embedded Linux.
DeliverableThe implementation, the integration and handover documentation.
Start an integration
Second opinion
Work through an architecture, a component choice or a hard technical problem, as a focused review or a broader engagement.
DeliverableFindings, recommendations and a practical next step.
Ask for a review
We agree the target, constraints, deliverables and success criteria in writing before any work starts. Nobody can pay for a result: funding rules.
Tell us what has to work
Send the hardware, the model and the constraint. We reply by email.