Features

A registry built for governed reference data.

Map, govern, secure and sync the data your reports depend on.

How it works

From database to lookup API in three steps

01
Connect

Link your databases: PostgreSQL, SQL Server, Snowflake, BigQuery and Microsoft Fabric, with more connectors in closed preview. Credentials are encrypted at rest.

02
Define

Create gridmaps and registries. Import existing data, set up multi-column mappings, and add value sets to guide the AI.

03
Automate

Scheduled delta syncs pick up new values. AI suggests mappings with confidence scores. Your team reviews them, and the API serves the results.

Supported databases
PostgreSQLSQL ServerSnowflakeBigQueryMicrosoft FabricAzure SQL (preview)Amazon Redshift (preview)Amazon Athena (preview)Databricks (preview)

Connectors marked preview are in closed preview. Contact us for access.

Mapping & AI

AI suggests. Your team decides.

gridmap proposes mappings for your source values, each with a confidence score. Accept them all, one at a time, or type your own value. Every decision is logged.

✓ Confidence-scored suggestions
✓ Bulk approve or row-by-row
✓ Auto-mapping with full audit
Source
Suggestion
AI
5008 Peugeot 100%
Taycan Porsche 98%
ID.4 Volkswagen 94%
Governance

Versioned & auditable

An activity log that keeps the old and new value of every edit. Deleted rows can be restored. Scheduled email reminders ask people to review registry data.

store_id=1 → store_id=*
Security & access

Row-level security & SSO

Filter rows per user from a control registry. Groups, read, write and admin permissions, SSO, and one access audit across projects, gridmaps and registries.

RLS SSO Groups
SOURCE · From Connection
snowflake_prod → SALES.CUSTOMERS.ACCOUNT_OWNER
Last synced success · 98%
Sources & syncs

Connect once, stay fresh

Build value sets from a database column, a registry or another gridmap. Schedule syncs, watch every job in the job monitor, and get an alert when one fails.

✓ Live connections & value sets
✓ Scheduled syncs with job monitor
✓ Import / export anytime