Map every user workflow
Automatically identifies user intent, maps every path users and agents take - including where they fail.
Agentic Production Ops
for AI Apps
"CrowdStrike for AI Agent Reliability"
Proactively finds unknown failures in production, investigates and fixes them
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.
