OpsPulse unifies operational telemetry from ERP, CRM, ITSM, HRIS, Finance, and Supply Chain systems into a standardized semantic entity layer. It applies statistical anomaly detection alongside an LLM reasoning engine to compute cross-functional KPIs, detect systemic friction, and produce actionable executive directives.
- Backend: FastAPI, Pandas, NumPy, Scikit-Learn
- Frontend: React, Lucide Icons, Recharts, Tailwind CSS
- Detection: Z-Score drift + Interquartile Range (IQR) collective anomaly engine
- Synthesis: Semantic entity graph + LLM action recommendation pipeline
# 1. Backend Setup
python -m venv venv
source venv/bin/activate # or venv\Scripts\activate on Windows
pip install -r requirements.txt
python backend/app.py
# 2. Frontend Setup (in a separate terminal)
cd frontend
npm install
npm start