System identity
Supplier, intended purpose, model and configuration version.
Incidents · audit · oversight
Algorithmic Incidents, Independent Audit and Parliamentary Oversight
A credible system is not one that claims never to fail, but one that detects, documents and corrects failures.
An algorithmic incident is more than a computer outage
An incident may involve an erroneous output, discriminatory behaviour, unauthorised data exposure, loss of traceability, an uncontrolled model change, a security breach or a failure of human oversight. The response must therefore combine operational, legal, technical and institutional action.
Response sequence
- Detect. Identify abnormal behaviour through users, monitoring, complaints or audits.
- Contain. Suspend or restrict the affected function and protect evidence.
- Assess. Determine severity, affected persons, legal duties and operational consequences.
- Notify. Inform the competent authorities and stakeholders within the applicable deadlines.
- Correct. Remove the cause, test the fix and decide whether operation may resume.
- Learn. Publish appropriate information, update controls and monitor recurrence.
What an incident record must contain
Chronology
Detection time, containment, notifications, decisions and recovery.
Impact
People, cases, rights, data and services potentially affected.
Evidence
Logs, inputs, outputs, alerts, user reports and preserved technical artefacts.
Root cause
Data, model, software, security, process, training or governance failure.
Corrective action
Fix, rollback, compensation, retraining, contract action and follow-up tests.
European framework. The AI Act provides a serious-incident reporting regime for high-risk systems. Applicable deadlines and recipients depend on the incident and the system’s role; the contractual process must therefore be aligned with the legal reporting chain rather than invented after an event.
Independent audit and parliamentary oversight
| Control | Purpose |
|---|---|
| Operational audit | Verify performance, logs, security, human oversight and corrective action. |
| Independent technical audit | Challenge supplier claims and reproduce tests using authorised evidence. |
| Rights review | Examine effects on affected persons, remedies and non-discrimination. |
| Parliamentary reporting | Provide understandable aggregate indicators, incidents and deployment decisions. |
| Public information | Explain purpose, limits, safeguards and significant corrective measures without compromising judicial secrecy or security. |