Evaluation

Golden sets, regression gates, tracing

AI behaviour is tested the way code is: golden sets define correct output, regression gates block a change that degrades it, and tracing shows exactly what the system did and why.

Maintained in-house as part of our core engineering. Every engagement draws on some subset of these twelve; none of it is subcontracted.