The case, in numbers.
National figures from the Australian Bureau of Statistics, the Productivity Commission, the Australian Institute of Health and Welfare and Jobs and Skills Australia. Current as at October 2026. Sources are listed at the end of this page.
The system
The cycle of recidivism
Return-to-prison rates also vary widely: 60.3% in the Northern Territory against 28.2% in South Australia, for people released in 2021–22 (national 43.0%).
Community corrections: a Queensland example
Supervising someone in the community costs about $28 a day, against $333 a day in prison, and 83.6% of community orders are completed successfully. In July 2026 the Queensland Audit Office found that rehabilitation and reintegration were not being planned well enough; Queensland Corrective Services accepted all five of its recommendations. Our training for community corrections →
A job lasts longer when life is stable.
Employment is one part of staying out. Housing, money, health and family are the others. These are basic skills, but the better a person can manage their own life, the more likely they are to keep a job and keep growing. AI gives people a patient, private helper for the paperwork and decisions that often trip them up.
Taught in Level 02, Everyday life, and reinforced through every other level.
The future workforce
Jobs and Skills Australia's 2025 projections and Generative AI Capacity Study describe the labour market people will be released into.
Who is inside, where the jobs are, and what we teach.
| Pathway | Why it fits the cohort | AI skills taught | Levels |
|---|---|---|---|
| Construction and trades | 92% male; 37% hold a trade certificate | Quoting, estimating, safety documents, site reports | 04, 05 |
| Transport and logistics | Prime working age; strong regional demand | Route and load planning, logbooks, freight platforms | 04 |
| Mining and resources | Major regional employer in WA, Qld, NT and SA | Safety reporting, maintenance logs, compliance | 04 |
| Care and community services | Fastest-growing industry to 2035; key pathway for women (subject to screening requirements) | Rostering apps, case notes, plain-language communication | 03, 04 |
| Land and sea management | 37% First Nations; Indigenous Rangers Program doubling to 3,800 positions by 2030 | Drones, camera traps, fire mapping, field data apps | 04 |
| Hospitality and tourism | Entry-level roles across every state | Bookings, reviews, menus, translation | 04 |
| Managing life outside (every learner) | 43% homeless before prison; 51% report a mental health condition; 31% left school at Year 9 or below | Reading letters and forms, budgeting, health information, tenancy, family admin | 01, 02 |
| Self-employment | Common post-release path, especially in remote communities | Quotes, invoices, marketing, bookkeeping, websites | 05, 06 |
Policy alignment
Commits to embedding AI literacy across schools, VET and workplaces, closing digital inclusion gaps for First Nations and regional Australians, and piloting AI in justice.
Reduce the rate of Aboriginal and Torres Strait Islander adults held in incarceration by at least 15% by 2031. Employment after release is central to that goal.
International research (RAND, United States) found people who take part in correctional education are 43% less likely to return to prison, with more than $4 saved for every $1 spent.
Designed to sit inside each jurisdiction's rehabilitation and reintegration framework and to complement existing education and employment programs.
By jurisdiction
| Jurisdiction | Prisoners, 30 Jun 2025 | First Nations share | Rate per 100k, Jun qtr 2026 |
|---|---|---|---|
| New South Wales | 13,164 | 34% | 207.8 |
| Queensland | 11,278 | 40% | 270.3 |
| Western Australia | 8,476 | 44% | 356.8 |
| Victoria | 6,593 | 14% | 132.0 |
| South Australia | 3,416 | 26% | 234.5 |
| Northern Territory | 2,842 | 88% | 1,380.1 |
| Tasmania | 797 | 26% | 185.4 |
| Australian Capital Territory | 430 | 31% | 122.1 |
- ABS, Corrective Services, Australia, June Quarter 2026 (released 16 Sep 2026)
- ABS, Prisoners in Australia, 2025
- Productivity Commission, Report on Government Services 2026, Corrective services
- Sentencing Advisory Council (Vic), Released prisoners returning to prison
- AIHW, Adults in prison and Health of people in Australia's prisons 2022
- Jobs and Skills Australia, Generative AI Capacity Study (2025)
- Jobs and Skills Australia, Employment Projections 2025–2035
- Australian Government, National AI Plan (2 Dec 2025)
- National Agreement on Closing the Gap, Target 10
- RAND Corporation, Evaluating the Effectiveness of Correctional Education
- Queensland Budget 2026–27, Service Delivery Statements: Queensland Corrective Services
- Queensland Government media statement on new corrections officers (10 Apr 2026)
- ABC News, Queensland Audit Office report on rehabilitating and reintegrating prisoners (7 Jul 2026)