{"repo":"aliivaezii/kpi-lens","free":true,"listed":false,"github":"https://github.com/aliivaezii/kpi-lens","clone":"git clone https://github.com/aliivaezii/kpi-lens.git","description":"Supply chain intelligence platform — KPI monitoring, anomaly detection, LLM analyst, and automated Excel/PPT reporting via FastAPI + MCP","language":"Python","stars":10,"topics":["anomaly-detection","anthropic","data-engineering","docker","fastapi","fastmcp","kpi","llm","machine-learning","mcp"],"license":null,"category":"ai-agents","readme_excerpt":"KPI-Lens An AI-powered supply chain intelligence platform that monitors 8 operational KPIs, detects anomalies using an ensemble of statistical detectors, and explains root causes via Claude — all accessible through a Streamlit dashboard, FastAPI, and an MCP server. Supply chain teams spend hours manually reviewing KPI dashboards and writing exception reports. KPI-Lens automates the entire loop: ingest → detect → explain → report. A single docker compose up gives you a live anomaly feed, LLM-generated root-cause narratives, and one-click Excel/PPT exports ready for SteerCo. Features - 8 supply chain KPIs tracked weekly: OTIF, Fill Rate, DFA, Inventory Turnover, DIO, Supplier DPPM, Lead Time Variance, PO Cycle Time - Ensemble anomaly detection : Z-score + IQR + CUSUM + Isolation Forest detectors with weighted voting - LLM root-cause analysis : Claude generates narrative explanations and recommended actions for each anomaly - FastAPI backend with 10+ endpoints for KPI data, anomaly management, and LLM chat - Streamlit dashboard with 5 pages: Command Center, KPI Deep Dive, Anomaly Log, LLM Analyst, Reports - MCP server for Claude Desktop integration — query live KPI data conversationally - Automated ingestion : CSV/Excel file watcher with Pydantic v2 validation and APScheduler cron - Report generation : Excel workbooks and PowerPoint decks for SteerCo presentations - 80%+ test coverage across unit and integration tests; CI runs on Python 3.11 + 3.12 Quick Start Docker Compose (re","default_branch":null,"files":null,"tree":[],"storefront":"/r/aliivaezii","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aliivaezii/kpi-lens/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}