Magic Notes — Swindon's AI Meeting-Notes Tool Cuts Social Work Admin Time by More Than Half
Swindon Borough Council piloted Beam's Magic Notes AI transcription tool with 19 social workers across 184 meetings in 2024, cutting Care Act …
Swindon Borough Council piloted Beam's Magic Notes AI transcription tool with 19 social workers across 184 meetings in 2024, cutting Care Act …
A peer-reviewed pilot across 10 sites in Lahore, Pakistan, combined ultrasonic bin-fill sensors with cloud-based AI route optimisation, processing over 200 million …
Woogle, built at the University of Amsterdam, uses OCR and document-classification models to index over 3 million Dutch FOIA dossiers (11M+ pages) …
Malta committed €3m to deploy SAS AI tools that cross-reference registries and bank data to flag VAT fraud; officials attribute most of …
Hong Kong's cross-department 1823 hotline now uses AI speech recognition, generative-AI drafting and a chatbot resolving over 90% of its 10,000+ monthly …
Since late 2022 the ECB has run a quantile-regression-forest machine-learning model in its monetary-policy toolkit. In Q2 and Q4 2025 it flagged …
Canada's signals-intelligence agency runs Assemblyline, an open-sourced ML malware triage platform, plus a separate classifier flagging threats commodity antivirus misses across ~900,000 …
Chicago's health department built a machine-learning model ranking restaurants by violation risk. An independent pilot evaluation found inspectors using its list caught …
The US State Department's enterprise AI chatbot StateChat grew from 150 testers to 62,000+ users by June 2026; a 2025 survey of …
Italy's ANAC runs a public red-flag portal using ~70 corruption-risk indicators across 60m+ procurement records since 2022, flagging roughly one case a …
Montreal nonprofit Digital Moment (formerly Kids Code Jeunesse) is Canada's sole partner for Experience AI, a free bilingual AI curriculum built with …
Covered California deployed Google Public Sector's Document AI with Deloitte to automate income/eligibility verification across 25 document types — cutting confirmation times …
WIPO's free Global Brand Database uses deep neural networks to match trademark images by concept — apple, eagle, star — rather than …
Chile's SERNAC built a real-time alert system using NLP to scan 1,700-1,800 daily complaints for anomalies in company behaviour, cutting detection of …
CARNET's ESF+-funded BrAIn project piloted Croatia's first AI curriculum in VET schools, covering responsible AI use, plagiarism and authorship crediting; 68 teachers …
A Stanford AI co-pilot gives live, expert-style suggestions to human maths tutors mid-session. A randomised trial with 900 tutors and 1,800 Title …
Estonia's RIK, working with language-tech firm TEXTA, built an NER tool that automatically redacts names, IDs and addresses from court rulings — …
Under OMB Memo M-24-10, US federal agencies (except DOD and intelligence) must inventory their AI use cases yearly and publish them; the …
UC San Diego's ALERTCalifornia network of 1,200+ AI-monitored cameras helped CAL FIRE respond to roughly 3,600 wildfire incidents in 2025; in over …
Kazakhstani anti-corruption NGO Adildik Joly uses Datanomix's Red Flags Management AI platform to flag risky public contracts, recovering KZT 244m in fines, …
A randomized trial gave ~1,559 Pakistani trial-court judges (about half the bench) access to JudgeGPT, a GPT-4 tool searching 129,235 rulings and …
Since around 2019, NASA's Scientific and Technical Information Program has used a machine-learning model — trained on 3.5 million tagged documents — …
Amsterdam and Helsinki launched the world's first public algorithm registers in 2020; Amsterdam's now lists ~60 systems, folded into a mandatory Dutch …
Narodowy Bank Polski scrapes millions of online retail prices to nowcast food inflation ahead of official CPI releases. Peer-reviewed tests cut forecast …
Open full copilot Grounded in cited practices — always check the sources.