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AI in Workers Compensation

Practical guidance on AI tools and applications in workers compensation under the SRC Act 1988 and Comcare scheme. For case managers, compliance professionals, and practitioners.

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Articles

Practice Guidance & Analysis

Treating Practitioner Reports and AI: Where the Workflow Helps and Where It Hurts
WC & AIpractice-guidance··5 min read

Treating Practitioner Reports and AI: Where the Workflow Helps and Where It Hurts

AI is a strong summariser of treating practitioner reports and a poor judge of medical evidence. The line between the two is the difference between speed and risk.

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Predictive Analytics and Claims Triage: A Risk Analysis for Scheme Operators
WC & AIrisk-analysis··5 min read

Predictive Analytics and Claims Triage: A Risk Analysis for Scheme Operators

Predictive triage models promise faster decisions and better outcomes. They also concentrate legal, ethical, and procedural fairness risk. Here is how to think about both.

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The Incapacity Cross-Check Workflow: AI as a Calculation Auditor
WC & AIpractice-guidance··5 min read

The Incapacity Cross-Check Workflow: AI as a Calculation Auditor

Section 19 calculations are arithmetic-heavy and error-prone. AI shines as a second pair of eyes, not as the primary calculator. Here is the workflow.

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Comcare's April 2026 AI Tool Guidance: What Practitioners Need to Read
WC & AIregulator-analysis··5 min read

Comcare's April 2026 AI Tool Guidance: What Practitioners Need to Read

Comcare's April 2026 guidance signals where the regulator's expectations now sit on AI use in claims management. Five themes you can act on this quarter.

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The De-Identification Toolkit for Case Managers Working With AI
WC & AIpractice-guidance··5 min read

The De-Identification Toolkit for Case Managers Working With AI

A working toolkit for case managers who use AI inside live claim files. Five identifier categories, a placeholder convention, and a daily desk routine.

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Reading the Reasoning Trail: A Case Note on AI Drafted Determinations
WC & AIcase-law-summary··5 min read

Reading the Reasoning Trail: A Case Note on AI Drafted Determinations

An illustrative case profile that mirrors live ART concerns: when an AI drafted determination cannot be unwound to its underlying reasoning, the determination itself is at risk.

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SRC Act and AI Assisted Determinations: A Practitioner Framework
WC & AIpractice-guidance··5 min read

SRC Act and AI Assisted Determinations: A Practitioner Framework

AI can draft a determination in minutes, but the SRC Act still demands a qualified human decision maker. Here is the practitioner framework that keeps both true.

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Case Law Tracker

SRC Act and ART decisions

Coming soon. A fortnightly tracker covering ART decisions on liability, incapacity, and rehabilitation under the SRC Act 1988, with practitioner notes on how AI-assisted determinations are being treated. Subscribe to the Brief to be notified when the tracker goes live.

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Practical instruments

Disclaimer. Content on this page is general information only. It is not legal, compliance, or professional advice. The SRC Act 1988 should always be consulted directly. Practitioners should refer to current Comcare guidelines and seek legal advice where required. Nothing on this page constitutes a formal determination or interpretation of law.