Trismik

Meet Trismik

Trismik helps engineering teams examine what changes when an AI application moves to another model. It samples production calls, replays them against candidate models with their captured context, and groups differences into understandable behaviors. Each finding includes a description, frequency, and examples that teams can examine before making a deployment decision.

The service is intended for model migrations and cost reviews, including situations where a less expensive model may suit part of a workload. Its focus is behavioral change rather than a universal quality score, and it does not switch models automatically. Trismik describes an early pilot offering with data processing in the customer's cloud and aggregate findings leaving that environment.