Golden Lake by Entrada
A Databricks-native accelerator by Entrada that unifies duplicate customer and vendor records into compliance-ready golden records through probabilistic entity resolution.
Turn fragmented records into compliance-ready golden records
Golden Lake is a Databricks-native master data management accelerator built by Entrada that delivers probabilistic entity resolution, inline data quality remediation, and human-in-the-loop stewardship. It produces compliance-ready golden records directly on Delta tables with no external MDM platform.
The accelerator unifies fragmented customer and vendor records from CRM, ERP, billing, and 130+ SaaS systems using EM-trained comparison weights instead of brittle deterministic rules. It auto-nullifies placeholder values, malformed emails, and defaulted dates before survivorship, then routes ambiguous matches to data stewards through a Streamlit-powered Databricks App, feeding every decision back into the matching model for continuous learning.
Benefits of the Golden Lake Accelerator:
- Resolves duplicates across CRM, ERP, and billing using EM-trained matching
- Runs entirely on Delta tables and Unity Catalog (no external MDM platform)
- Routes ambiguous matches to stewards with full audit trail and model feedback
Fill out the form on the right to get in touch with the Entrada team to learn more about this solution.