Dataface Tasks
    Heartbeat snapshot (JSON)

    External Context Sources

    Planned · MX — Far Future0 / 0 (0%)

    Objective

    Enrich the catalog with context from sources outside the warehouse: application source code repos, BI tools (LookML, Tableau, Metabase, Superset, Power BI), query log mining, and BI usage corpus. Brings human-validated business logic, metric definitions, code-level schema intent, and usage patterns into the catalog.

    Scope

    Semantic Modeling Connectors

    LookML, dbt MetricFlow, Power BI, Tableau, Superset, Metabase — formal metric definitions and join logic.

    BI Usage Corpus

    Searchable index of existing dashboards and charts across connected BI tools.

    Query Intelligence

    Mine warehouse query logs for join patterns, implicit required filters, and common GROUP BY granularity.

    Deliverables

    • [ ] Define scope and decision boundaries.
    • [ ] Produce implementation plan and execution checkpoints.
    • [ ] Capture rollout and validation approach.