AI system impact assessment
Description
Clause 8.3 — Impact assessment performed for AI systems; updated as system evolves.
⚠️ Risk Impact
Impact assessments that don't refresh become outdated. The system that was 'low-stakes' at launch becomes high-stakes as adoption scales.
🔍 How EchelonGraph Detects This
EchelonGraph's Tier 1 Cloud Scanner automatically checks for this condition across all connected cloud accounts. Violations are flagged as high-severity findings with remediation guidance.
🔧 Remediation
Conduct impact assessment per Annex B template at design phase. Re-assess on material change (new use case, expanded population, model retraining). Document residual impact + mitigation.
💀 Real-World Attack Scenario
A workplace-monitoring AI launched as a 'productivity insight' tool for managers. Six months in, HR began using its outputs for performance reviews. The original impact assessment didn't cover performance-review use; impact had materially expanded; assessment refresh found new high-risks.
💰 Cost of Non-Compliance
Stale impact assessments: ~40% of audit findings on AIMS Clause 8.3 (ISO Survey 2024).
📋 Audit Questions
- 1.Show me the latest impact assessment for your top AI system.
- 2.When was it last refreshed?
- 3.What change triggered the refresh?
- 4.Who approves impact-assessment closures?
⚡ Common Pitfalls
- ⛔Treating impact assessment as one-time
- ⛔Limiting scope to the original use case as deployment expands
- ⛔Insufficient stakeholder consultation
📈 Business Value
Living impact assessments catch use-case drift before regulator probes do. Material for sustained AIMS effectiveness.
⏱️ Effort Estimate
3-5 days per system; refresh quarterly or on change
EchelonGraph triggers re-assessment on material workload change; pre-fills assessment templates
🔗 Cross-Framework References
Automate ISO/IEC 42001 42001-8.3 compliance
EchelonGraph continuously monitors this control across all your cloud accounts.
Start Free →