# Work with UOI

Canonical page: https://uoi.ai/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 with a Stack check
Quoted on scope. Each check is priced on the effort your stack needs. Scope, price and turnaround are agreed in writing before work starts.

- 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.

## Services
- Pick the board: Compare boards, models and deployment paths against your workload, under conditions you define, and get a recommendation you can inspect. Deliverable: A comparison, a benchmark report or a technical recommendation.
- 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. Deliverable: The model, its evaluation results and deployment guidance.
- 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. Deliverable: The implementation, the integration and handover documentation.
- Second opinion: Work through an architecture, a component choice or a hard technical problem, as a focused review or a broader engagement. Deliverable: Findings, recommendations and a practical next step.

We agree the target, constraints, deliverables and success criteria in writing before any work starts. Nobody can pay for a result.

## Next step
Send the hardware, the model and the constraint through the [contact form](https://uoi.ai/contact) or to [info@uoi.ai](mailto:info@uoi.ai). We reply by email.