Focus area · AI Governance
Every model and agent, on the record.
AI arrives faster than it is inventoried. Value Governance brings every model and agent into the asset inventory, scores it like any other asset, and puts it through a gate before it goes live.
The problem
AI is already in use. Few can say where, or how much it matters.
Assistants, agents and models come in through products, suppliers and side projects. Risk and compliance teams hear about them late, and nobody can say which ones the business depends on.
No inventory
Models and agents are not listed with an owner, a purpose and the data they use, so they cannot be governed.
No common measure
Each AI review uses its own questionnaire, and its results cannot be compared with any other asset.
Rules arriving fast
AI regulation such as the EU AI Act asks for evidence of oversight that most organisations cannot yet produce.
The VGF lens
The AI lens: sharper view, same framework.
The AI lens adds AI-specific maturity dimensions to the same assets, competencies and formula. The core does not change; the view through it does.
How the platform does it
From registration to go-live, one lifecycle.
An AI agent is registered, classified, tested and approved like any other asset, and stays under watch once it is live.
Modules at work
What each part of the platform contributes.
AI risks and controls
Bias, adversarial attacks and data poisoning as risks, with the controls and evidence that answer them.
Where AI runs
Which applications, data and suppliers each model or agent depends on.
The go-live gate
Reviews and approvals before an agent goes live, with who decided what.
AI incidents
Incidents involving AI, linked to the agent and prioritised by the value lost.
Go deeper
AI Lens · Integration Guide
How AI changes each asset type and competency, with its own maturity dimensions and roles.
Executive Overview
The framework, the formula and how to start, in a short read.
How value is measured
Ci, Mi, Vi and the value lost in an incident, step by step.
Put your AI on the record.
See an AI agent registered, scored and approved on sample data, from the request to the go-live decision.