Responsible AI
FoundationsGovernance, Safety and Ethics
Responsible AI is the governance framework that ensures AI systems are developed, deployed and monitored ethically, safely and transparently. In working form it means fairness, accountability, privacy protection and explainability are built into the development lifecycle rather than reviewed at the end. It is the umbrella commitment; AI governance is the machinery that delivers it.
In practice
The test of a responsible AI programme is whether it can stop a launch. A policy document with no named owner, no veto and no audit trail protects nobody, and in a sale process it reads as unmanaged legal liability rather than as evidence of control.