Track, evaluate and understand complex model and agent behaviors — along with token usage and cost efficiency.
Production AI doesn’t hold still. Observe routes every interaction through a real-time control layer, turns raw activity into behavior you can reason about, and explains every verdict it reaches — no black box.
See your AI the way you see the rest of production: use-case views, session timelines, sequence diagrams of every agent tool-call, and event-level drill-downs when something needs a closer look.
Verdicts come from purpose-built, deterministic classifiers, and every one can justify itself: Trace shows the actual samples, labels and relevance scores behind each decision. Auditable, non-hallucinating, and still working even when a model provider is down.
Behavior isn’t only about risk. Observe tracks token consumption in real time and ties it to cost efficiency across models and use cases — so the teams running AI can see drift, waste and change the moment it starts.
A live walk through monitoring in Cranium One — the same session views and governance settings your team would use in production.
See every active use case and its posture on one screen.
Follow agentic session metrics down to individual behaviors.
Configure governance policies and watch them take effect.
With live behavior on the record, the loop moves to Govern — turning what you observe into policy that is defined, implemented and enforced.
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