Governance people actually follow.
Good governance makes data easier to use, not harder. We put in place clear ownership, automated quality checks and privacy controls that satisfy regulators and fit how your teams already work.
Light enough to use, strong enough to trust.
Many governance programmes produce long policies that nobody reads. We start with the data that matters most, assign real owners, and automate as many controls as possible inside the platform itself.
For regulated organisations, we map controls to your obligations, such as APRA CPS 230 and CPS 234 and the Privacy Act, so you can show evidence, not just intent.
What we deliver
- Data ownership and stewardship models
- Automated data quality rules and monitoring
- Catalogue and lineage with Microsoft Purview or Unity Catalog
- Classification, privacy and access controls
- Responsible AI policies and review processes
What good looks like.
Clear owners
Every critical dataset has a named owner who makes decisions about it.
Findable data
People can discover what exists, what it means and whether to trust it.
Measured quality
Quality is tested automatically and reported where people will see it.
Right access
Sensitive data is protected without blocking legitimate use.
How we build it.
Prioritise
Identify the critical data domains and the risks and obligations that apply to them.
Assign
Agree owners and stewards, and a simple decision-making model.
Automate
Implement quality checks, classification and access controls in the platform.
Embed
Report on progress, train teams and extend the approach to new domains.
Common questions.
Do we need a big governance programme first?
No. We recommend starting with one or two important data domains, showing value quickly, and expanding from there.
Does governance slow down AI projects?
Done well, it speeds them up. Clear ownership and trusted data are what let AI projects pass risk review and reach production.
Which tools do you use?
Most often Microsoft Purview, Databricks Unity Catalog and platform-native quality tools. We'll use what fits your stack.
Related services
Need governance that works in practice?
We'll help you start small, show value quickly and build from there.