Why governance enables rather than slows
The companies moving fastest with superintelligence are not the ones with fewer rules, but the ones with clear rules. When everyone knows who is accountable, what the agent can do and how it is reviewed, risk and compliance teams stop being a bottleneck.
The four autonomy levels
Every workflow starts at the most conservative level and moves up only when metrics justify it.
- Assists: the agent prepares information and a person decides.
- Recommends: the agent proposes an action and a person approves it.
- Executes with approval: the agent acts on standard cases and escalates exceptions.
- Executes and reports: the agent operates autonomously within defined limits, with continuous audit.
Six minimum controls in every workflow
Whatever the level, every superintelligence workflow in production should have these controls.
- Defined owner: a named business person with authority.
- Human oversight: clear points where a person reviews or intervenes.
- Traceability: a record of the agent's inputs, decisions and actions.
- Data protection: least-privilege access and safeguarded sensitive data.
- Measured quality: periodic review of a sample of cases against agreed criteria.
- Compliance: validation that the workflow meets applicable regulations and internal policies.
When to move up a level
Define the criteria in advance. For example: after a set number of reviewed cases, with an accuracy rate sustained above the agreed threshold and no serious incidents, the workflow can move to the next level.
Also define when to move down. A process change, a new regulation or a rise in errors are valid reasons to return to a more supervised level.
Where to start
Inventory the workflows where superintelligence is already used, even informally. Assign an owner to each, place it on an autonomy level and check which of the six controls are missing. That map is the first deliverable of a governance program.