15 practices not yet assessed for evidence strength.
Most practices in: Australia (68)
Since 2012, Traditional Owners and rangers at Fish River Station, NT, have used early dry-season burning across 178,000 ha to prevent destructive …
Australia's national science agency runs a research-commercialisation accelerator that has graduated 80+ deep-tech spin-out companies and helped alumni secure over AUD 800 …
Backed by four Sydney universities since 2000, Cicada Innovations estimates its 25-year economic contribution at AUD 8 billion, built on AUD 6.5 …
A secure, department-built generative-AI assistant helps NSW's ~2,200 public schools draft lesson materials and differentiated resources; scaled statewide by 2025, though all …
Australia's largest university-anchored innovation precinct, opened 2021 by the University of Melbourne and Lendlease. 3,000+ knowledge workers on campus; 240+ resident startups …
Australia's dedicated space-tech and deep-innovation district, repurposed from the former Royal Adelaide Hospital (7 ha). By early 2025: 1,700+ people from 160+ …
UniQuest, University of Queensland's tech-transfer firm since 1984, licensed the Gardasil HPV-vaccine IP and creates spin-outs. Audited UQ accounts confirm rising Gardasil …
Victoria's Study Melbourne office has funded 178 student-wellbeing and employability projects reaching 238,000+ international students since 2015, inside a sector that generated …
The RBA built an NLP tool mining 25 years of ~22,000 business liaison notes; added to wage-growth nowcasting models, it measurably cut …
Services Australia and Capgemini built an OCR/NLP engine that classifies more than 25,000 citizen-submitted documents a day with over 95% accuracy, cutting …
NSW has removed over 9,000 feral horses from Kosciuszko National Park toward a legal target of 3,000 by 2027; a 2023 RMIT …
ACARA found four AI essay-scoring systems scored NAPLAN writing as reliably as human markers, yet Australia's Education Council decided in Dec 2017 …
Melbourne has kept the public and farming out of its mountain-ash forest catchments since 1879, so over 65% of its drinking water …
Australia's Indigenous Rangers Program funds 40+ ranger groups across northern Australia to control feral pigs, cats and invasive weeds like gamba grass; …
From 2022, Australia's ATO deployed ML to detect a large-scale GST refund fraud scheme: 57,000+ alleged offenders identified, A$2.7 billion in additional …
SNAPP, a free browser tool built at the University of Wollongong, turns Moodle and Blackboard discussion-forum activity into real-time social-network diagrams so …
Piloted in 2001, Victoria's BushTender let private landholders competitively bid to manage native vegetation for public payment — a reverse-auction PES mechanism …
Shellharbour City Council in New South Wales fitted council vehicles with AI-powered cameras that automatically detect and GPS-map potholes, cracks, faded line-marking, …
In July 2024 Australia's regulator required all 203 higher-education providers to submit generative-AI risk action plans. Its 2025 guidance found detecting AI …
Western Australia's government-funded ClassmAIte platform helps public, Catholic and independent school teachers draft lesson plans and materials. Backed by AU$4.6m in the …
Geoscience Australia is rolling out a natural-language AI assistant inside the Digital Atlas, which launched in 2024, holds 330+ curated national datasets …
A seven-year, ~AUD 24-24.6M Australian/Tasmanian government programme eradicated rabbits, rats and mice from the 12,785 ha Macquarie Island by 2014; vegetation biomass …
Queensland state fund: AUD $132M+ across 3 rounds for carbon farming with verified co-benefits. By 2024: 315,400+ ha, 1.15M+ ACCUs from 20+ …
Services Australia's 2016–2020 income-averaging algorithm wrongly raised AU$1.75 billion in welfare debts against ~470,000 recipients. A 2023 Royal Commission ruled the scheme …
Open full copilot Grounded in cited practices — always check the sources.
