Explore a pilot.
A pilot is a focused evaluation—not a production rollout. We agree the scope, data boundaries and evidence before choosing an approach.
The pilot process
Bring a real-world task. Define the evidence.
System builders & integrators
Assess a task-specific model or learning workflow against the systems you already build.
Operators
Evaluate practical value under your operating conditions while retaining clear data boundaries.
- 01
Define the task
Agree on the application, available data, operating conditions and access constraints.
- 02
Agree the baseline and success criteria
Establish a comparison with your current approach and define measurable outcomes, evaluation conditions and the evidence needed to proceed.
- 03
Build and evaluate a prototype
Test a suitable approach under representative conditions, using held-out data where appropriate. Use collaborative learning where it adds value—not by default.
- 04
Review the evidence together
Review documented results, limitations and practical feedback. Decide whether to continue, refine the scope or stop.