A regulated organization with a mature catalog, a steward community and a steady stream of audit findings. Governance happens in dedicated review cycles, but issues affecting live decisions are usually detected weeks after the fact.
Why it matters
Governance only protects the business when it acts in the moments that matter. Periodic reviews cannot keep pace with real-time decisions or AI inference.
What leaders should consider
- Where in the decision and AI flow are governance rules actually enforced?
- How quickly are stewards alerted when a trusted product drifts?
- Can the business demonstrate active governance to auditors and regulators?
How Data Tiles thinks about it
Lenz makes governance an always-on capability. Rules and ownership are enforced where decisions and AI consume data, with a defensible record for assurance and audit.
Outcomes to expect
- Faster detection and resolution of issues affecting key decisions
- Stewards able to act in flow rather than after the fact
- A defensible, executive-level view of governance coverage