Everything you need to map, govern, secure, and sync the data that drives your reports.
Link your databases — SQL Server, PostgreSQL, BigQuery, Snowflake, Databricks, Microsoft Fabric, and more. Credentials are encrypted at rest.
Create mapping definitions and registries. Import existing data, configure multi-column mappings, and set up value sets for AI guidance.
Delta sync detects new values on a schedule. AI suggests mappings with confidence scores. Your team reviews, approves, and the API serves the results.
gridmap proposes mappings from your source values with a confidence score. Approve all, approve one, or override — every decision is logged.
A full activity log with old → new diffs on every row. Soft-delete and restore. Reminders so mappings don't go stale.
Filter rows per user from a control registry. Groups, granular permissions, SSO, and a single access audit across everything.
Pull value sets straight from Snowflake, databases, and files. Schedule syncs and monitor every job — catch failures before they reach a report.