Diagnose failures, generate fixes, test in simulation, ship what works. Automatically. Every generation compounds.
Teams hit 20–40pp task completion gains within 30 days
Every prompt fix your team ships by hand starts from scratch. No learning carries over. No improvement accumulates. Converra closes the loop — each generation builds on the last, automatically.
Converra runs the full loop autonomously. Each generation builds on the last — improvements compound while your team builds.
Real-time tracking of production scores alongside simulation predictions. Each deployment marker shows where Converra shipped an improvement.
Not just “something went wrong” — Converra pinpoints the exact agent, the exact turn, and the exact failure mode, then generates and ships a simulation-tested fix.
Prospect signals high intent — "We’re replacing Zendesk, 200 seats, budget approved. Need to migrate by end of month."
Agent launches generic discovery — "What’s your team size? What are your main pain points?" Ignores budget, timeline, and seat count already stated. Missed Buying Signals.
Prospect repeats themselves — "I just said 200 people, migrating from Zendesk. Can you send enterprise pricing?"
Agent offers to "schedule a discovery call next week" — tries to slow down a buyer who wants to move now
"We don’t have time for another call. Need pricing and SOC 2 report by Thursday or we’re going with Intercom."
Sends link to self-serve pricing page — enterprise buyer with $240K deal routed to a "compare plans" page
"We’ve signed with Intercom. Your sales process felt like starting from scratch every message." — $240K deal lost
Monitor health, failure patterns, and optimization progress across your entire fleet of agents.
| Agent | Score | Convos | Top Failure | Status |
|---|---|---|---|---|
| Returns Agent | 23 | 82 | Context Loss | Needs optimization |
| Triage Agent | 36 | 215 | Intent Misclass. | Optimizing... |
| Billing Agent | 57 | 148 | Missing Tool Call | +9pp ready |
| Onboarding Agent | 74 | 93 | — | Deployed |
Add one import. Converra captures every LLM call, generates optimizations in simulation, and serves winning variants — automatically.
# One command. Zero code changes.$ CONVERRA_API_KEY=sk_live_... \
node --import converra/auto server.js# Conversations captured. Optimizations deployed automatically.Every fix survives 36+ simulated conversations and regression testing before it ships. If any metric regresses after deployment, it rolls back before the next customer conversation.
Every fix runs head-to-head against the current version in simulation before deployment.
One-click rollback to any previous version. If any metric regresses after deployment, it rolls back automatically.
No training on your data. Ever. Scoped access to traces only. Full audit trail for every change.
Every improvement is checked against scenarios your agent already handles well. No silent regressions.
Full audit trail for every change. See what was fixed, why, and what improved. Trust through proof, not permission.
Connect your agents. Get your first tested improvement — free. No credit card required.