Predict and prevent team burnout with AI.

WellLoop AI is an intelligent organizational psychology platform. It moves beyond generic surveys to provide role-adaptive insights and predictive burnout detection for engineering teams.

Teams shouldn't have to burn out to build great things. WellLoop AI serves:

• Engineers: By reducing context switching and identifying blockers early.
• Product Managers: By highlighting alignment gaps before they cause delays.
• Designers: By protecting creative time and ensuring clear specs.

• 🔮 Predictive AI Dashboard: Detects attrition risk and collaboration gaps 24 hours ahead using Google Gemini 2.5 Flash.
• 🎭 Role-Adaptive Surveys: Questions that adapt dynamically to the user's role (Eng, Design, PM).
• 📊 AI Pulse Reports: Instant SWOT analysis of team health with actionable recommendations.
• 📑 PDF Infrastructure: Export executive summaries for leadership reviews.

• Frontend: Next.js 14, React, Tailwind CSS
• AI/Backend: Google Gemini API (gemini-2.5-flash), Node.js Edge Runtime
• Visualization: Lucide React
• Language: TypeScript

(See python_ai/ directory) We include a Python RAG (Retrieval-Augmented Generation) Module designed to:

• Generate vector embeddings for survey responses.
• improved context awareness for the LLM.
• Perform semantic search to link current blockers with historical solutions.

• Node.js 18+
• Google Gemini API Key

1. Clone the repo:

   git clone https://github.com/sunnyshin8/WellLoop-AI.git
   cd wellloop-ai

2. Install dependencies:

   npm install

3. Set up environment variables: Create .env.local:

   GEMINI_API_KEY=your_api_key_here

4. Run the dev server:

   npm run dev

5. Open http://localhost:3000.

Built with ❤️ by the WellLoop Team.