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Looker and ContextBase

Looker models your metrics in LookML. ContextBase reads those models read-only, alongside every other tool and system, so that work serves every answer.

Looker

Definitions inside each workbook.

ContextBase

Every system, read in place, with knowledge your team approves.

How they fit together

What Looker doesWhat ContextBase adds
What it is forLookerModeled dashboards and explorationContextBaseAnswers, apps, and agents on approved knowledge
What a metric meansLookerLookML models your team writesContextBaseRead from LookML and every other tool, approved once, in the knowledge graph
Working togetherLookerConnected read-only, through its APIContextBaseReads models, explores, dashboards, and the SQL behind them
Beyond the modelLookerWhat is modeled in LookMLContextBaseStored procedures, feeds, docs, and the pitfalls your team approved
Healthcare estatesLookerBuilt for every industryContextBaseBuilt for QNXT, Facets, HealthEdge, and the feeds a plan runs, with HITRUST i1, SOC 2 Type 2, and a BAA

What you get with both

  • Keep Looker

    ContextBase connects read-only and changes nothing in Looker. Your models and dashboards stay where your teams use them.

    Key benefitAdd the knowledge layer without a migration.
  • Your LookML, put to work

    Your team already wrote down a lot in LookML. ContextBase reads it, so that work serves every answer and agent too.

    Key benefitDefinitions you modeled once, used everywhere.
  • What the model leaves out

    The rule a stored procedure applies, or the feed a table carries twice, rarely makes it into a model. ContextBase writes it down for your team to approve.

    Key benefitAnswers that account for the quirks.

Looker teams already believe in writing metrics down. ContextBase extends that to the rest of the estate: the procedures, feeds, and pitfalls no model holds. Your team approves them, and every answer and agent uses them.

Product names and logos belong to their owners. The description of Looker is from its public materials, October 2026.

See it on your data.

Bring one question your team cannot answer today. We connect one system and show you the answer and the work behind it.