Choosing Data Governance Software: What Small Teams Really Need

Must-have features

• A simple data asset register you can fill from a spreadsheet import
• Owner assignment with confirmation, not just a name field
• Automatic gap detection — missing owners, descriptions, sensitivity, reviews
• Remediation actions with owners and due dates
• An audit trail and exportable reports for auditors and management
• Separate, secure workspaces and role-based access

What you can usually skip

Complex data lineage graphs, automated database scanning and custom workflow engines are powerful, but they take months to set up and need specialists to run. For most growing businesses, they slow adoption without improving accountability.

Questions to ask any vendor

• How long until we have a usable register? (Hours, not months, is the right answer.)
• Can non-technical owners use it without training?
• How are findings verified — and can they be closed without fixing the problem?
• Is anything ever deleted, or is history preserved?
• What does it cost as we grow?

Why we built DataSteward

DataSteward is data governance software made for growing businesses: import your inventory in minutes, confirm owners, and let verified rules show you exactly where the gaps are. It's the accountability layer — without the enterprise overhead.