Blog
Data contracts, quality, and ODCS — guides and perspective from the team.
Generate ODCS data contracts offline with the dqhub CLI
One command turns a DQHub pack into a schema-valid ODCS v3.1 contract — entirely on your machine, nothing sent to us.
Read8 ways a HMDA filing fails the CFPB's edits — and how to catch them first
The CFPB's HMDA Platform won't let you submit until you clear its validity and quality edits. Here are the eight most common ways a Loan/Application Register fails — with a live contract that catches every one.
ReadHow to create a data contract from a CSV in 60 seconds
No database access, no setup, no YAML by hand. Upload a sample CSV and download a ready-to-use ODCS data contract.
ReadSchema contracts are solved. Quality contracts aren't.
dbt, schema registries, and CI checks nailed the schema half of data contracts. The quality half is still empty — and that's the half that breaks in production.
ReadAudit-ready data contracts for HIPAA, PCI, ISO 20022 and more
Certified contract templates bundle the quality block with retention, freshness, and ownership — so a regulated dataset gets a complete, defensible contract in one click.
ReadWhat is the Open Data Contract Standard (ODCS)?
A plain-English introduction to ODCS — the open standard for data contracts — and the quality block at the center of it.
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