Checklist · Insurance Law
Checklist: AI in insurance claims handling — automated decisions, explanations and synthetic-evidence fraud
A compliance checklist for insurers and their advisers on AI in claims: inventory, human review of adverse outcomes, reasons, fairness, privacy and automated-decision transparency from 10 December 2026, and fair handling of suspected AI-fabricated invoices, photos and documents.
- Kind
- Checklist. Steps or checks to work through and tick off.
- Where it applies
- Australia, European Union
- AI use
- Yellow AI can help in set ways. A lawyer checks specific points before use.
- Law stated as at
- 17 October 2026
- Status
- Maintained. Checked on 17 October 2026 against the 8 authorities it cites, for Australia and European Union.
- Version
- 1
- Source
- Written for this library
When to use it
Use when advising an insurer, claims handler or broker that uses or plans to use AI in claims triage, assessment, fraud detection, settlement or customer communications, or when acting for an insured who suspects an automated decision. Review it annually and when tools or law change.
How AI may be used
AI may support triage, document extraction and fraud indicators in claims, but every denial, reduction, fraud referral or cash settlement offer is reviewed and decided by a person with authority, and the insured gets reasons a person can explain.
AI may
- Triage and route claims, extract data from documents and flag missing information
- Flag indicators of possible fraud or document manipulation for human investigation
- Draft routine communications from approved templates for human review
AI must not
- Must not deny, reduce or delay a claim without a person deciding it
- Must not treat a fraud or deepfake score as proof
- Must not use claimant data to train models outside the insurer's approved terms
- Must not communicate a decision without reasons a person can explain
The lawyer checks
- The AI inventory and governance arrangements are documented and current
- Human review applies to every adverse outcome and is real, not a rubber stamp
- Privacy policy and notices meet APP 1.7–1.9 from 10 December 2026
- Suspected synthetic evidence is investigated fairly before any adverse step
Method: how the Green, Yellow and Red levels are decided. This is guidance for planning, not legal advice.
Official form
Open the official form. Always use the current version from the issuer.
Read the full text
The full text is for signed-in accounts. It is free. When you sign in you can:
- read the whole precedent, with its drafting notes beside it;
- copy it, or download it as a Word file or Markdown;
- add it to your firm’s knowledge base, so colleagues can find it;
- let the AI tools you connect read it from that knowledge base.
The summary, the law it rests on and the AI-use guidance above stay public. Privacy.
More in Insurance Law
- Internal dispute resolution complaint to an insurer about a declined or underpaid claim
- AFCA complaint about an insurance claim: lodgement and preparation guide
- Coverage advice memorandum (insuring clause, exclusions, conditions, non-disclosure and section 54)
- Reservation of rights letter from an insurer (specific, timely and fair)
- Memo: reviewing professional indemnity, cyber and D&O wordings for AI exclusions and "silent AI" exposure
All precedents for Insurance Law · Tasks and AI use in this area