Embedded analytics refers to integrating analytics, dashboards, and data insights directly into an application rather than accessing them through a separate BI tool. This allows users to view and interact with data in the context of their workflow.

Examples include:

• Analytics inside SaaS products

• Customer-facing dashboards

• Operational metrics within internal tools

Embedded analytics improves adoption by meeting users where they already work.

From a technical perspective, embedded analytics requires:

• Secure multi-tenant access

• Row-level security

• Scalable query performance

• Customizable visualizations

Embedded analytics turns data into a product feature rather than an internal reporting tool.