Safe AI in P&C Ops: Guardrails, QC and Maker‑Checker
AI should make work faster, not riskier. Use this guardrail stack to keep your regulators and customers happy.
Guardrail Stack
- Scope limits and deterministic gates
- Confidence thresholds with fallbacks to human review
- Redaction/PII detection and secure storage by policy
QC That Sticks
- Critical field sampling with acceptance criteria (≥99% target)
- Error taxonomy (critical/major/minor) and remediation owners
- Monthly controls attestation with evidence packs
Approvals & Auditability
- Maker checker on monetary or material updates
- Activity logs: who/what/when; immutable change history
- Attestation dashboards for leadership and audits
Related Reading
FAQs
How do you stop AI from inventing data?
We don’t accept it blindly: low confidence routes to humans; rules validate structure; maker, checker requires approval on sensitive changes.
Is my data safe?
Yes, encryption in transit/at rest, role-based access, and audit trails are standard. PII redaction is available where needed.
