Agents only go live when they pass. You know before your users do.
Promotion gates, versioning, live certifications, and drift detection. Every agent earns its way to production. When scores drop, you see it first.
Agents go live when they're ready. Not before.
Auto-promote the best, define a score threshold, or keep it manual. Every version is tracked. Roll back in one click. No agent reaches production without meeting your criteria.
You decide what 'ready' means.
From full manual review to Pareto-optimal auto-promotion — match the strategy to your risk tolerance.
You review and approve each change. Full human oversight.
Best-scoring variant promoted automatically after each cycle.
Promoted only if score exceeds your configured threshold.
Promoted only if it dominates on all objectives simultaneously.
You know before your users do.
Live certifications score every production run against your eval chain. Drift detection catches degradation the moment it starts. Threshold breaches trigger alerts immediately — not in tomorrow's report.
Start monitoring in minutes.
Start with proven templates for common domains, then customise thresholds and evaluators to match your requirements.
Context adherence, citation accuracy, retrieval relevance — all scored live.
Injection resistance, data exfiltration, access boundaries — continuous verification.
Token budget, API cost, latency thresholds — every dollar tracked.
Policy adherence, audit trail, regulatory checks — always certification-ready.
Ready to control your agents in production?
Promotion gates, drift detection, and live certification.