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All issuesVolume 342, Issue 2IT Vendor NewsDatabricks

Beyond Embedding: How to Secure AI/BI Dashboards for Every Viewer

Databricks, Wednesday, September 9th, 2026

Embedding a dashboard is easy; enforcing per-viewer data access in a customer-facing application is not.

Embedding a Databricks AI/BI dashboard in a customer-facing application is straightforward, but ensuring each viewer sees only their own data is where implementations go wrong.

This post covers the identity propagation and row-level security patterns required so that the dashboard enforces access against the viewing user rather than a shared service identity.

Multi-tenant data exposure through embedded analytics is a recurring and serious class of bug, which makes this a useful reference for anyone building customer-facing reporting.

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