Development Analytics & Data

Looker

Looker is a business intelligence platform for modeling governed metrics on top of SQL warehouses. It is strongest when a data team needs one reusable semantic layer behind self-service reporting and customer-facing analytics.

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Overview

What is Looker?

Governed metrics through LookML

Looker sits directly on supported SQL databases rather than importing data into a proprietary cube. Data teams define dimensions, measures, joins, and access rules in LookML, then business users explore that governed model through dashboards and ad hoc queries. This creates consistent definitions, but modeling work and Git-based deployment require technical ownership.

Where it earns its place

  • Executive reporting: Standardized KPIs shared across departments.
  • Embedded analytics: Customer-facing dashboards placed inside SaaS applications.
  • Operational analysis: Teams drill from summaries into row-level detail without requesting another static report.

Contracts, not checkout pricing

Looker is sold by Google Cloud through custom contracts, with cost shaped by deployment, users, and usage. There is no dependable public entry price. Budget for implementation and warehouse query costs as well as the license; Looker Studio is a separate, lighter product and should not be mistaken for a free Looker tier.

Capabilities

Key features

Define metrics in LookML

Model dimensions, measures, joins, and permissions in version-controlled projects.

Explore governed data

Build dashboards and drill into Explores without writing SQL.

Embedded analytics

Add interactive reports to products through APIs and SDKs.

Git-based workflow

Review model changes with branches, commits, and pull requests.

Schedule and alert

Send reports or trigger notifications from changing data conditions.

Keep exploring

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