Introduction

Converra is an AI performance platform that autonomously optimizes production AI agents through simulation testing outside the live stack.

What is Converra?

Converra helps you:

• Optimize prompts - Automatically test and improve your AI prompts through simulated conversations
• Track performance - Monitor conversation quality and identify issues in production
• Gain insights - Understand why prompts succeed or fail with detailed analytics
• Iterate faster - Make data-driven improvements without manual A/B testing

How It Works

1. Create a Prompt - Define your system prompt with objectives and constraints
2. Log Conversations - Send production conversations for analysis
3. Run Optimization - Let Converra generate and test variants
4. Apply Winners - Deploy improved prompts with confidence

Key Concepts

Prompts

Your AI system prompts with metadata like objectives, constraints, and LLM settings.

Conversations

Real user-AI dialogues logged for performance analysis and insight generation.

Optimizations

Automated testing cycles that generate prompt variants and evaluate them through simulation.

Insights

Aggregated learnings from conversations identifying patterns, issues, and opportunities.

Next Steps

• Quick Start - Get up and running in 5 minutes
• Core Concepts - Understand the platform in depth
• API Reference - Integrate via REST API
• MCP Setup - Use with Claude Code