Okareo creates synthetic scenarios organized by feature and expected model behaviors. Each scenario is paired with baseline metrics.
Synthetic Data Loop
Okareo synthetic scenarios allow you to expand visibility into model behaviors and, coupled with evaluations, makes these decisions more data-driven.
Pre-Production vs. Production
Production will introduce new, unforeseen scenarios. There are no guarantees that the LLM outputs that were ‘passing’ before will continue to do so. You can easily expand coverage by using Okareo to generate new scenarios to include new production failure modes.