Agentic Production Ops
for AI Apps

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Detect User Issues & Silent Failures

Assistants · Copilots · Agents

Unified Production Command Center

Discover Unknowns

Discover new patterns from User & Agent behavior.

Optimize Hotspots

Balance quality, cost & latency.

Closed-loop Operations

Real-time actions at production scale.

Detect Agent
Resolve Agent
Optimize Agent
Production Analytics
Users
Business
Agents
Tools

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.

Detect Agent analyzing user issues and failures

Resolve Agent

  • Trace causality and rank likely root causes
  • Generate remediation hypotheses
  • Verify fixes via simulation on failing slices
  • Implement fix via coding agent

Cut debugging time. Verify the fix before release.

Resolve Agent performing RCA and generating fixes

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.

Optimize Agent analyzing cost and latency

Get Early Access

Join the waitlist for a guided rollout and design partner program.

We will only use this to coordinate your onboarding.