Representative Matters
AI Governance
Enterprise AI Governance System
An illustrative governance system covering inventory, risk classification, approval, oversight, and reporting.
- Engagement
- Transformation program
- Scope
- Governance operating system
- Stage
- Illustrative
The challenge
Business units were adopting AI without a common inventory, decision process, or evidence that higher-risk uses received appropriate oversight.
Our approach
01
Create visibility
Establish a usable inventory and intake path for existing and proposed AI systems.
02
Match controls to risk
Define tiers, approval gates, testing expectations, owners, and escalation rules.
03
Operationalize oversight
Build reporting, review cadence, vendor governance, training, and continuous improvement into operations.
Facing something similar?
Tell a founder what you are trying to change and we will respond with a practical first view.