Integration follows a predictable flow:

1. Define the use cases and metrics you want to surface

2. Connect your data sources and map tables into a semantic layer or model

3. Configure authentication (often with SSO) and user roles

4. Embed the analytics component in your front‑end application, providing context about the current user or entity

5. Set up caching and performance tuning

6. Test across tenants and devices

Many vendors supply client libraries for React, Angular or Web Components.

Developers should also plan for incremental rollout, instrument usage tracking, and gather user feedback.

MageMetrics’ SDK simplifies steps 2 and 4 by auto‑mapping databases and providing prebuilt UI components that drop into your app.