---
title: "Checklist: AI in insurance claims handling — automated decisions, explanations and synthetic-evidence fraud"
url: "https://ailawframework.com/precedents/insurance-law/ai-claims-decision-and-synthetic-evidence-checklist"
type: "precedent"
site: "AI Law Framework"
id: "a22-ai-claims-decision-and-synthetic-evidence-checklist"
area_id: "A22"
kind: "checklist"
ai_level: "yellow"
version: 1
law_stated_as_at: "2026-10-17"
---

# 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…

Canonical page: https://ailawframework.com/precedents/insurance-law/ai-claims-decision-and-synthetic-evidence-checklist  
Law stated as at: 2026-10-17

Site index for agents: https://ailawframework.com/llms.txt

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.

## Key facts

- Kind: Checklist. Steps or checks to work through and tick off.
- Practice area: [Insurance Law](https://ailawframework.com/precedents/insurance-law.md)
- Jurisdictions: Australia, European Union
- AI level: Yellow. AI can help in set ways. A lawyer checks specific points before use.
- Law stated as at: 2026-10-17
- Status: Maintained. Checked on 2026-10-17 against the 8 authorities it cites, for Australia and European Union.

## 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

## Authorities

- [Insurance Contracts Act 1984 (Cth) ss 13, 14A, 56](https://www.legislation.gov.au/C2004A02944/latest/text)
- [Corporations Act 2001 (Cth) s 912A(1)(a)](https://www.legislation.gov.au/C2004A00818/latest)
- [ASIC Information Sheet 253 Claims handling and settling (June 2025)](https://download.asic.gov.au/media/q2ybygwo/info253-published-16-june-2025.pdf)
- [ASIC Report 798 Beware the gap: Governance arrangements in the face of AI innovation (October 2024)](https://www.asic.gov.au/regulatory-resources/find-a-document/reports/rep-798-beware-the-gap-governance-arrangements-in-the-face-of-ai-innovation)
- [Privacy Act 1988 (Cth) Sch 1, APP 1.7–1.9 (automated decisions; from 10 December 2026)](https://www.oaic.gov.au/privacy/australian-privacy-principles/australian-privacy-principles-guidelines/chapter-1-app-1-open-and-transparent-management-of-personal-information)
- [General Insurance Code of Practice 2020 (in effect from 5 October 2021; updated October 2023) paras 69, 73, 81 and Part 15](https://insurancecouncil.com.au/cop/)
- [Regulation (EU) 2024/1689 (AI Act) Annex III point 5(c)](https://eur-lex.europa.eu/eli/reg/2024/1689/oj/eng)
- [Regulation (EU) 2026/1744 (amending the AI Act application dates)](https://eur-lex.europa.eu/eli/reg/2026/1744/oj/eng)

## Official form

[Official form](https://www.asic.gov.au/regulatory-resources/find-a-document/reports/rep-798-beware-the-gap-governance-arrangements-in-the-face-of-ai-innovation)

## Full text and drafting notes

The full text and the drafting notes are not part of this public page. Signed-in firm accounts can read them at https://ailawframework.com/precedents/insurance-law/ai-claims-decision-and-synthetic-evidence-checklist and through the signed-in MCP connector https://ailawframework.com/mcp/firm.

*Practice guidance for planning and review. Confirm current primary sources and the requirements of the actual matter. This is general information, not legal advice.*