Your AI change passed eval and shipped last week.Did customers actually get better answers — or did you just hope?
The deterministic evaluation layer for production AI. Same input, same score, every run.
Catch hallucinations, verify grounding, defend every claim with an auditable trail - powered by deterministic scoring across 49 dimensions.
Everything you need to ship AI you can defend.
Claim-level grounding
Every claim traced to its source.
Hallucination detection
Caught before it reaches customers.
Multi-agent workflows
Every hop and handoff scored.
Domain-aware routing
Clinical, legal, finance — tuned models.
A/B testing
Know if a change actually helped.
Drift detection
Alerts the moment quality slips.
From observation to deployment
Five steps to context-aware AI improvement.
Observe
Log production traffic with full context — retrieved chunks, conversation history, system instructions.
Evaluate
Multi-dimensional scoring with 49 dimensions and grounding verification. Every claim checked against source documents.
Experiment
A/B test prompt, model, and retrieval changes on real production traffic with controlled splits.
Decide
Statistical significance meets behavioral insight. Know the winner with confidence.
Ship
Deploy the winner and monitor for drift. Get alerted if quality degrades.