InsightFlow AI — Self-Hosted Analytics with AI That Tells You What the Data Means

Описание и применение

InsightFlow — самодостаточная аналитика с AI, позволяющая отслеживать события и получать автоматические выводы, не передавая данные сторонним сервисам.

Задача

Developers needed a privacy‑preserving analytics solution for a side project without paying for cloud services.

Результат

InsightFlow provides comprehensive analytics while keeping user data on the developer’s own infrastructure, and its AI layer automatically interprets data to surface actionable insights and detect anomalies.

Рабочий процесс

• Deploy InsightFlow on a private server (Python/FastAPI backend, React frontend).
• Add the single JavaScript snippet to the website to start event tracking.
• Configure event types (pageviews, clicks, form submissions, custom events).
• Use the UI to view user analytics, funnels, retention tables, and heatmaps.
• Enable AI Insights to run daily and review generated observations and recommendations.
• Monitor anomaly detection alerts for unusual metric patterns.

Доказательства

I built InsightFlow — a self‑hosted product analytics platform with an AI layer that actually tells you what the data means.

Источник