Fix 90% of agent failures without engineering

The same failures keep showing up in production - because nobody has time to trace them one by one.

Start for free

Detected, fixed, tested, and deployed autonomously

Continuous improvement

Performance compounds with every automated cycle

Each cycle finds a different failure pattern and builds on the last. Three cycles, three different root causes, 2x task completion — automatically.

Premature handoff in 34% of interactions
Routing
Routing logic fixed
Agent handed off too early — could have completed the task itself
Task completion41%58%
Cycle 1 · 7:48
Generic responses in 28% of interactions
Flow
Task flow improved
Agent followed a generic path instead of probing known failure modes first
Task completion58%72%
Cycle 2 · 8:12
Multi-step task failures in 19% of cases
Edge case
Edge case handling added
Agent failed on multi-step tasks — now routes to the correct specialist path
Task completion72%84%
Cycle 3 · 7:55
Task completion41%84%
Monitoring for new patterns...
~8 min per cycle · you approve each deploy

The performance gap nobody measures

Teams optimize for response quality. The metric that matters - did the agent finish the job? - tells a different story.

~80%
Response quality
Agents sound great in production
< 50%
Task completion
But less than half finish the job
~85%
Achievable
The delta is what Converra fixes

Most teams optimize individual agents.
Nobody optimizes the router.

The orchestrator — the agent that routes every interaction — scored worst at 32% across every deployment we analyzed. You can perfect every agent and still fail at the system level. Converra fixes what's fixable across three levers, and precisely diagnoses the rest.

Systems view showing auto-discovered multi-agent architecture with per-agent scores

Prompt

Agent instructions, system prompts, and routing logic. The single biggest source of fixable failures.

Config

Guardrail thresholds, routing rules, and parameters. Often the difference between a deflection and a resolution.

Model

Which LLM runs which task. A routing decision might need a different model than a conversation. Most teams never test this.

When it needs engineering

Handoff state, context passing, orchestration mechanics — Converra pinpoints the exact failure so your team fixes it in hours, not weeks.

Root cause traced to the exact agent and turn

Converra identifies which agent failed, at which step, why — and categorizes the root cause so you know exactly what to fix.

Step-level diagnosis with turn-by-turn analysis, metric badges, and root cause summary
Production-ready

Prove first. Deploy second.

Every fix earns its way to production — validated by simulation, regression-tested against your policies, and approved by you. Start with full control. Expand autonomy as trust builds.

You approve everything

  • Review every fix before it deploys
  • Version history with one-click rollback
  • Approval gates at every autonomy level

Every diagnosis is calibrated

  • Confidence scores on root causes
  • Knows what it can and can't fix
  • Statistical validation, not vibes

Your data stays yours

  • No training on your data. Ever.
  • Scoped access to traces only
  • SOC 2 Type II compliant

See which failures are fixable
without engineering.

See the first fix in minutes. No credit card required.

or