~/talk

Navigating the Modern Data Stack with Open Source Headless BI

Talkat OSA Con 2022 · on Tuesday, 2022-11-15· [data-engineering]
links:none on file
slides:none on file

Headless BI extracts the semantic layer — data model as code, access control, caching/pre-aggregations and an API — and serves it upstream so multiple consumers share a single source of truth. Compute stays live in the warehouse (Snowflake, BigQuery, Redshift, ClickHouse, Databricks) while pre-aggregations and partitioned refresh (cron or Airflow) speed embedded analytics. Multi-tenancy runs via signed JWT tokens to branch or mask models per tenant, and APIs include SQL/GraphQL so dashboards and apps get consistent, versioned metrics with CI/CD workflows.

AI-written summary · about

  1. 0:00Intro
  2. 0:52What is Headless BI
  3. 5:45LookML
  4. 10:02Why Open Source
  5. 13:35Architecture
  6. 23:00Questions
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