One platform for the entire agent lifecycle.
Evaluate where agents fail. Train them to stop failing. Deploy only what passes. Monitor in production. When something drifts, the cycle starts again — automatically.
Four stages. Each delivers a measurable outcome.
Start anywhere — results compound as you add more stages.
A multi-dimensional scorecard shows exactly which dimensions are strong and which need work. Safety at 0.94 but compliance at 0.55? Now you know where to focus.
Automated cycles (configurable). Every change tracked — tools added, rules rewritten, prompts adjusted. The agent gets better on your specific tasks, not generic benchmarks.
Gated promotion, version control, rollback. Your evaluation suite runs at deployment time — not just in CI. Same quality bar, no gaps.
Live scoring on production traffic. Drift alerts. Cost tracking. When quality drops, retraining triggers automatically — no manual intervention.
Evidence at every stage.
Eval cards, training curves, certification panels — data you can hand to any stakeholder.