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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

Tarragona Mediterranean Balcony Dusk
WC & AIPractical Guide·

Six Tables, Five Clocks, One Stale Rate File

Comcare's statutory rates for compensation sit across six tables. Five of them carry a date in the year, including one that moves in February and August rather than on 1 July, and the sixth has not changed since September 2019. Any AI reference file that embeds the numbers inherits every one of those clocks at once.

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Catania Porto Etna Dusk
WC & AIPractical Guide·

The Recovery Is Sitting in the Mechanism of Injury

Part IV of the SRC Act builds a third party recovery machine on top of two notification duties that belong to the claimant, not to you. Nothing you do starts either clock. The only indicator you reliably control is the one already sitting in the mechanism of injury you collected at intake.

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Alice Springs Todd River Dusk
WC & AIPractice Guidance·

Section 30 Is the Determination Nobody Asks You to Make

Section 30 obliges the authority to redeem low weekly incapacity payments without any application from the employee, so qualifying files are found by screening or not at all. AI can run the screen and assemble the stability evidence. The satisfaction, the figure and the determination stay with the delegate.

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Aveiro Canals Dusk
WC & AIPractice Guidance·

Early Support Before Liability: Track the Process, Not the Person

Early support should move without waiting for liability, but its data must not become a shadow claim assessment. A two-lane AI board can track voluntary support and human action while keeping evidence, consent, privacy and every liability judgement under separate human control.

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Gisborne Turanganui River Dusk
WC & AIPractice Guidance·

Provider Invoice Anomalies Are Queries, Not Allegations

An invoice exception can tell you that two controlled records do not align. It cannot tell you why, prove misconduct or decide what section 16 requires. The safe workflow builds a source-anchored query packet and leaves every payment and conduct decision with an authorised human.

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Oamaru Harbour Precinct Blue Hour
WC & AIPractice Guidance·

Certificate Review Dates Are Workflow Triggers, Not Capacity Decisions

A passed review date tells you that the certificate record needs human attention. It does not prove that capacity, entitlement or work arrangements changed. A three-state AI queue can expose the gap without converting a document date into a claim outcome.

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Zadar Riva Sea Organ Dusk
WC & AIPractice Guidance·

A Reconsideration Request Needs an Issue Map, Not an Outcome Prediction

A section 62 request is stronger when each challenged term is tied to the original reason, evidence, alleged omission and requested change. AI can build that traceable map. It must not invent grounds, assess credibility or forecast what the reconsideration officer will decide.

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Lubeck Holstentor Trave Dusk
WC & AIPractice Guidance·

Plain-English Determinations Need a Reader Test, Not New Reasons

Plain language is not permission to improve a delegate's logic after sign-off. Freeze the human decision, test whether a recipient can find four essential answers, then permit only presentation edits that survive a semantic checksum and human approval.

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Dundee Tay Waterfront Blue Hour
WC & AIPractice Guidance·

Your AI Register Is Not Licence Evidence Until It Maps to the SRCC Criteria

An approved AI use case records an intention. Licence evidence must show which existing obligation is engaged, what control operated, what exception occurred, who owned it and what independent assurance found. A criterion-to-evidence crosswalk makes that chain inspectable.

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Inverness River Ness Blue Hour
WC & AIPractice Guidance·

Section 39 Requests Need a Branching Evidence Map, Not One Checklist

An aid can be medical treatment, rehabilitation support or something outside both routes. AI can expose the branches and assemble the evidence, but a human must select the statutory path, decide entitlement and preserve the reasons for that choice.

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Echuca Murray River Dusk
WC & AIPractice Guidance·

TOOCS Coding Is Data Quality, Not a Liability Finding

A TOOCS code can improve national data and still prove nothing about liability. Use AI after human entry to test version, evidence traceability and cross-field consistency. Keep every correction with a human coder and every statutory finding with the delegate.

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Regensburg Stone Bridge Blue Hour
WC & AIPractice Guidance·

A Complaint Is Not a Reconsideration: AI Can Route the Issue, Not Close It

A complaint can seek better service, challenge a determination and raise a licence concern in the same paragraph. AI can expose those parallel pathways, but a human must classify the message, protect every clock and approve every response.

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Cardiff Bay Pierhead Dusk
WC & AIPractice Guidance·

A Defensible Claims Audit Sample Starts With the Population, Not an AI Risk Score

An AI-selected list of unusual claims may be useful for investigation, but it cannot represent a claims management system. Start with the frozen population and Comcare's published sample bands, preserve a representative core, and keep every targeted file, substitution and finding under auditor control.

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Rouen Seine Cathedral Blue Hour
WC & AIPractice Guidance·

Section 54 Intake: AI Can Find Gaps, Not Move the Clock

An intake model that merges receipt, claim compliance and clock status can hide delay behind a neat dashboard. Keep those states separate. AI can reconcile dates and expose missing evidence, but a human must decide section 54 compliance and every lawful exclusion.

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Toledo Alcazar Tagus Dusk
WC & AIPractice Guidance·

Backdated Incapacity Needs Three Ledgers, Not One Payroll Fix

A retrospective incapacity determination can affect claim payments, payroll transactions and leave records at once, and those records do not carry the same legal meaning. AI should reconcile three ledgers and expose variances, while authorised claims and payroll professionals approve and post every correction.

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Coimbra Mondego Dusk
WC & AIPractice Guidance·

Statement Summaries Need Source IDs, Not a Neat Story

A polished narrative can hide who said what, where it appears and what remains contested. A source-level assertion ledger keeps each proposition attached to the original statement, so AI assists evidence navigation while the authorised decision-maker retains every factual and credibility judgement.

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Mandurah Marina Bridge Dusk
WC & AIPractice Guidance·

Normal Weekly Earnings: AI Can Assemble the Evidence, Not Set the Figure

Most NWE mistakes start before the formula: a missing allowance rule, a distorted pay period, or overtime with no evidence of being required. AI can expose those gaps, but the relevant period and section 8 figure remain human determinations.

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Albury Murray River Twilight
WC & AIPractice Guidance·

A Determination Evidence-Check Skill File Under Section 14

An advanced SRC Act skill file that audits a draft determination's evidence chain against sections 5A, 5B and 14, flags hedged language and gaps, and never touches the decision itself.

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Trondheim Bakklandet Wharves Blue Hour
WC & AIPractice Guidance·

AI Can Run the Section 14 Clock. It Cannot Decide.

Since 1 April 2024 a determining authority has had 20 calendar days to determine an initial injury claim, 60 for a disease claim and 30 to decide a claimant's request for reconsideration. The count can be frozen, but only by specific statutory triggers. That is a tracking problem AI is genuinely good at, sitting next to a determination it must never touch.

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Port Lincoln Marina Dusk
WC & AIPractice Guidance·

A Claim Chronology Skill File Built for De-Identification

A reusable six-part skill file that builds claim chronologies from de-identified material only, tags every entry to a source document, flags gaps and conflicts, and never states a view on liability.

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Hanoi Hoan Kiem Lake Dusk
WC & AIPractical Guide·

Section 57 Examinations: AI Can Build the Referral, Not Make the Call

Since June 2024 a decision to require a section 57 medical examination is a reviewable determination, and since October 2024 it must comply with a mandatory Guide built around ethical, transparent and accountable decision-making. That raises the stakes on the referral paperwork. AI can assemble the de-identified brief, draft the question set and produce a Guide-aligned record, while the decision to require the examination stays a human judgement.

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Florence Ponte Vecchio Dusk
WC & AIPractice Guidance·

The Medical Report Now Has to Declare Its AI

Since 2 March 2026 an expert report prepared for the Administrative Review Tribunal has to state whether it contains generative AI content, identify that content and the applications used, and certify the expert checked all of it. Clause 3.7 is the part claims practitioners have missed. Reports commissioned during the claim end up in the Tribunal's documents and are read against a standard they were never written to meet.

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Busselton Jetty Twilight
WC & AIPractical Guide·

Preventing Double Payment Under the SRC Act: AI Can Flag the Overlap, Not Calculate the Offset

The SRC Act guards against paying twice for the same injury: through third-party damages, an overlapping state workers compensation claim, or a state general compensation scheme. AI can flag a file for a possible overlap early and build the chronology of the parallel claim. Calculating the offset or recovery amount is a determination that stays with the case manager.

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Tallinn Old Town Blue Hour
WC & AIPractical Guide·

Reasonable Excuse Under the SRC Act: AI Can Structure the Analysis, Not Make the Finding

One test runs through five sections of the SRC Act: whether a claimant who failed to comply had a reasonable excuse. AI can structure that analysis on a de-identified file, sort the facts against the subjective and objective limbs and flag missing evidence. The reasonable-excuse finding, and any suspension or refusal that follows, stays with the human delegate.

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Dunedin Otago Harbour Dusk
WC & AIPractical Guide·

Two Doctors Disagree: AI Can Map the Conflict, Not Resolve It

When a treating doctor and an independent examiner disagree, the delegate has to weigh two medical opinions and determine liability on the balance of probabilities. AI can build the comparison so you spend your time on the judgement, not the sorting. Here is a de-identified workflow that keeps the weighing, and the decision, with the delegate.

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Port Macquarie Hastings River Dusk
WC & AILegislative Commentary·

AI Can Map a Section 29 Household Services Claim. It Cannot Decide What Is Reasonable

AI can organise a de-identified section 29 household services claim by task, pre-injury contribution, post-injury capacity, household composition, family contribution, disruption and cost. It cannot apply the word reasonable. This guide gives you the evidence map, the prompt and the human decision line.

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Rockhampton Fitzroy River Dusk
WC & AIPractical Guide·

AI Can Organise a Section 36 Rehabilitation Assessment. It Cannot Choose the Program

AI can build a de-identified source register, chronology, evidence map and question list for a section 36 rehabilitation assessment under the SRC Act. It cannot conduct the statutory assessment, require an examination, select the assessor or choose the rehabilitation program. This guide maps where the machine stops and the people named by the Act take over.

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Christchurch Avon River Blue Hour
WC & AIPractical Guide·

AI Can Build the Section 16 Picture, Not Make the Call

Section 16 of the SRC Act pays for medical treatment only where it was reasonable to obtain and the cost is appropriate. That is a judgement, not a fact. This guide gives you the prompts, the Monday workflow and the checklist so AI assembles the picture while a delegated officer makes the call.

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Wagga Wagga Civic Precinct Dusk
WC & AIPractice Guidance·

AI and the Reasonable Administrative Action Exclusion: Map the Actions, Keep the Judgement

A practical guide to where AI genuinely helps with a section 5A reasonable administrative action determination, and exactly where the work stops being organisation and becomes human judgement.

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Coffs Harbour Marina Dusk
WC & AIPractical Guide·

AI and Permanent Impairment: Organise the Evidence, Keep the Judgement

A permanent impairment claim under section 24 lives or dies on the medical evidence. AI can assemble, de-identify and structure that evidence against the approved Guide, and surface the gaps. It cannot assess the impairment or make the determination. Here is the workflow.

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Wollongong Flagstaff Lighthouse Blue Hour
WC & AIPractice Guidance·

Build a WC Evidence Chronology Tool Without Outsourcing Judgement

A practical pattern for using an LLM to build an offline, de-identified workers compensation evidence chronology tool that organises facts while the delegate keeps every SRC Act decision.

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Manly Wharf Cove Dusk
WC & AIPractice Guidance·

AI Can Draft Recovery Conversation Scripts, but the Listening Stays Human

A practical guide to using AI to draft motivational-interviewing-informed scripts, talking points and follow-up messages for recovery-at-work conversations. De-identification first, the MI frame in the prompt, and a human reviewer before any words reach an injured employee.

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Darwin Waterfront Dusk
WC & AIPractice Guidance·

Prompt Libraries Make WC AI Safer Only When Human Review Comes First

A practical SRC Act article on de-identification, placeholder prompt libraries, file-note drafting and human review controls for workers compensation communications.

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Hobart Mona Pier
WC & AIReform Analysis·

Leveraging AI to assist dissecting the SRC Act Review

A practitioner workflow for employers to dissect the December 2025 SRC Act Review with AI tooling. Project setup, four prompt patterns, submission scaffolding, and the two human review gates that keep the work defensible.

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Hobart Waterfront Dusk
WC & AIRecovery at Work·

AI Can Organise Recovery-at-Work Information, but People Must Decide

A practical SRC Act article on using AI to support suitable duties and recovery-at-work planning without replacing evidence, consultation or human judgement.

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Flinders Street Station Platforms Melbourne
WC & AIRisk Analysis·

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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Perth
WC & AIPractice Guidance·

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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Ferry Terminal Circular Quay Sydney
WC & AIPractice Guidance·

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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Train Platform Central Station Sydney
WC & AIPractice Guidance·

AI Tools in Workers Compensation Claims: Where Value, Where Risk, Where Governance

AI is now operating across five workflows in workers compensation claims. The value is real. The governance baseline is non-negotiable. A practitioner's map of where each tool fits, what it actually does, and what to never do.

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Parliament House Forecourt Canberra
WC & AIPractice Guidance·

ART Review Rights Under the SRC Act: A Practitioner's Map

Review and appeal rights under the SRC Act 1988 changed in October 2024 when the AAT became the Administrative Review Tribunal. A practitioner's map of the three review tiers, the timeframes that apply, and the place AI evidence is taking in workers compensation matters before the ART.

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Marina Rushcutters Bay Sydney
WC & AIPractice Guidance·

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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Canberra Parliament Aerial
WC & AICase Law Summary·

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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University Of Sydney Quadrangle Sydney
WC & AIPractice Guidance·

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

In development. A 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. The first edition publishes when there is a meaningful body of post-October 2024 ART decisions to analyse. Read ART Review Rights Under the SRC Act for the practitioner map in the meantime.

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.