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Clara

AI-powered interview discovery platform for structured requirements gathering at scale.

Overview

Clara enables organizations to conduct discovery interviews using AI agents configured by human managers. The platform dramatically reduces the cost and time required for requirements gathering, process discovery, and knowledge capture.

Metric Traditional Approach Clara
Cost per 20 interviews $30,000 - $80,000 $500 - $2,000
Time to complete 6-11 weeks 3-5 days
Interview coverage 5-10 stakeholders 50-100+ participants

Key Features

  • Dynamic Interview Agents: Configured via Interview Blueprint, not hardcoded
  • Knowledge Graph: Neo4j stores entities with full evidence traceability
  • Real-time Adaptive UI: AG-UI protocol enables dynamic interview components
  • Multi-Agent Synthesis: A2A protocol coordinates analysis agents
  • Enterprise Integrations: MCP connectors for Jira, Confluence

Quick Start

# Clone and setup
git clone <repo>
cd ClaraMap

# Start infrastructure
docker-compose up -d

# Backend
cd src/backend
uv sync
uv run uvicorn clara.main:app --reload

# Frontend (new terminal)
cd src/frontend
pnpm install
pnpm dev

Documentation

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Proprietary

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