Map every user workflow
Automatically identifies user intent, maps every path users and agents take - including where they fail.
Find & Fix Production AI Agent Failures
Your Evals Miss
"CrowdStrike for AI Agent Reliability"
Production Reliability Ops for AI Agents
Discover Unknowns
Surfaces patterns you never defined, automatically - before your users notice.
Fix and Optimize - Close the loop
Continuously fixes and optimizes issues - orchestrated by agents across Slack, Git, ticketing & CRM systems.
Team of Agents
Detect Agent
- Classify user issues (frustration, refusals, toxicity)
- Detect failures (tool errors, retries, loops)
- Run custom detectors (app-specific classifiers)
Catch issues before users complain.
Resolve Agent
- Trace causality and rank likely root causes
- Generate remediation hypotheses
- Implement fix via coding agent
Cut debugging time.
Optimize Agent
- Identify cost drivers and latency bottlenecks
- Simulate model swaps and config changes
- Estimate tradeoffs under different scenarios
- Update code & config via coding agent
Stop guesswork. Optimize & verify before release.
