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 ships a targeted fix before your engineers even file a ticket.
User clearly states urgency and problem — "My account is suspended and I have a demo in 20 minutes"
Agent suggests password reset instead of addressing urgency — ignores "suspended" and "demo in 20 minutes" entirely. Irrelevant Response.
User forced to re-explain — "No, this isn’t a password issue. My account is suspended, not locked."
Agent continues generic troubleshooting flow — asks to "verify browser settings" despite account-level issue
User escalates — provides email, demands immediate action. "I need this fixed NOW, here’s my email."
Agent admits inability to help and offers 24-48 hour timeline — completely mismatched with stated urgency
Customer threatens to switch to Monday.com — conversation ends with unresolved issue and active churn risk
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 environment variable. Converra captures every LLM call automatically — OpenAI, Anthropic, Gemini, and more. Nothing else to configure.
# One command. Zero code changes.$ CONVERRA_API_KEY=sk_live_... \
node --import converra/auto server.js# All LLM calls now captured + optimized.Every change is simulation-tested before it touches production. Start with manual approval gates. Graduate to semi-auto when you're ready.
Every fix runs head-to-head against the current version in simulation before deployment.
One-click rollback to any previous version. Every deployment includes automatic rollback triggers.
No training on your data. Ever. Scoped access to traces only. Full audit trail for every change.
Optional approval gates for every deployment. Start hands-on, go hands-off when you trust the system.
Start with manual approval — review every fix before it goes live. Graduate to semi-auto when you're ready. The gates are yours.
Connect your agents. Get your first tested improvement — free. No credit card required.