Governance
Runtime AI Governance
Runtime governance refers to the controls, evidence, escalation, accountability, and audit structures that operate where AI participates in enterprise work.
What runtime governance means
Governance that lives only in policy documents does not operate where AI participates in work. Runtime governance is governance embedded in the workflows, decision points, and operational layers where AI outputs are generated, consumed, and acted upon.
Foundeon designs runtime governance as a set of operational structures: controls that define what AI can do, evidence that records what it did, escalation paths that handle exceptions, accountability assignments that name who is responsible, and audit structures that let the enterprise review and explain AI-influenced outcomes.
Components of runtime governance
Controls
Operating boundaries that define where and how AI can participate in decisions, workflows, and actions.
Evidence
Records of what AI consumed, what it produced, and on what basis, sufficient for audit and review.
Escalation paths
Defined routes for exceptions, edge cases, and situations that require human judgment or review.
Accountability
Named ownership of AI-influenced decisions and outputs, embedded in operating procedures rather than policy alone.
Audit structures
The ability to reconstruct and explain AI-influenced outcomes after the fact, for compliance, review, and governance purposes.
Action boundaries
Limits that define the scope of autonomous AI action and the conditions under which AI defers or escalates.
Frequently asked questions
- What is runtime AI governance?
- Governance embedded in the workflows, decision points, and operational layers where AI outputs are generated, consumed, and acted upon, rather than governance that lives only in policy documents.
- What are the components of runtime governance?
- Controls, evidence, escalation paths, accountability, audit structures, and action boundaries that operate where AI participates in enterprise work.
- How is runtime governance different from policy-level governance?
- Policy-level governance defines rules on paper. Runtime governance operationalizes those rules into the points where AI actually acts.
Design Runtime Governance
Foundeon helps enterprises design governance that operates where AI participates in work, with controls, evidence, and accountability embedded in operations.
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