How public bodies deploy AI in services people actually use — the wins and the cautions.
Exploring
Evaluated cases of artificial intelligence in citizen-facing public services: chatbots, triage, eligibility and benefits — including the cautionary failures. A lens for public-sector teams weighing an AI deployment honestly.
Sources: AI in Education · AI in the Public Sector · City Innovation Library · Digital Inclusion · Gender Equality · PES & Nature-Based Solutions
How many collected practices carry evidence for each of the project's value sources — surfacing where the design has thin precedent.
| Value source | Practices with evidence |
|---|---|
| transferability | 262 / 318 |
| inclusiveness | 6 / 318 |
| innovation | 18 / 318 |
In June 2023 HKU's Senate named GenAI a "fifth literacy" and gave every student and staff member free …
On 7 April 2025, Kuwait's Ministry of Education launched 'Chat with Hamad', a multilingual AI assistant giving students, …
At Dushanbe's AI CONF, Tajikistan's Ministry of Industry agreed with Perplexity AI and Epsilon3.ai to pilot Comet, billed …
Côte d'Ivoire's government launched EMY 101, an AI chatbot reachable via WhatsApp, Messenger and a toll-free line, giving …
Suriname embedded an AI chatbot in its new e-visa platform to answer applicants' questions automatically — but at …
Uzbekistan's Ministry of Justice built LexAI, the country's first state-run legal AI assistant, analysing 34,000+ regulatory documents to …
The UK's DWP ran a six-month Microsoft 365 Copilot trial with a genuine comparison group of non-users. Copilot …
India's MeitY-run BHASHINI mission gives citizens AI speech/text translation across 22 languages, embedded in e-Shram, Defence Production and …
Georgia's Ministry built a Teams-based national school-administration and distance-learning platform, with a chatbot answering 1,177 users; the wider …
Nigeria partnered with Meta to launch GovGuide, a generative-AI chatbot in English, Hausa, Igbo and Yoruba meant to …
Panama's Health Ministry launched Dr. R.O.S.A., a WhatsApp/phone AI chatbot that screened citizens for COVID-19 symptoms and logged …
TNO's second annual census of generative-AI use across Dutch government found applications grew from 8 in 2024 to …
Canada's IRCC uses an AI eligibility model to triage and auto-approve routine IEC work permits. Launched Nov 2023 …
Kuwait's Ministry of Finance launched TRASUL+ in June 2025, described as the government sector's first AI-driven correspondence system, …
Officials in East Jakarta used an AI-generated 'after' photo to falsely claim a resident's illegal-parking complaint on the …
Chile's Municipality of Renca launched Rencat, a 24/7 AI virtual assistant built by Argentine vendor BotMaker (creator of …
The UK's Government Digital Service piloted GOV.UK Chat, a retrieval-augmented generative-AI assistant answering citizens' tax, benefits and visa …
Rwanda's RISA-run IremboGov platform, now covering 223 government services, added a Kinyarwanda/English/French AI chatbot for citizen support; independent …
Kazakhstan's AI Ministry began testing AlemGPT in January 2026 — a ChatGPT-style assistant meant to let citizens complete …
AI4Bharat, OpenNyAI and Microsoft Research built Jugalbandi, a WhatsApp/Telegram chatbot using Bhashini speech AI and GPT-4 to explain …
Bogotá's WhatsApp-based AI assistant Chatico logged 3.6M+ conversations since 2023, handled 1.6M queries during a water-rationing crisis, and …
SDAIA's Estishraf platform applies AI to generate predictive indicators for Saudi government planning; it won a 2026 UN …
Under a 2025-2027 professional development programme, Moldova's e-Government Agency and partners trained over 1,000 civil servants in generative-AI …
Hong Kong's Digital Policy Office and the HKGAI research centre built HKPilot (document drafting/translation) and HKMeeting (AI minute-taking) …
Since ~2018, Flanders' employment service VDAB has used a Random Forest ML model, "Next-Step", to predict jobseekers' re-employment …
Costa Rica's Poder Judicial has run ChatbotPJ since 2018 to answer routine questions and, since 2023, judicial-collection case …
A Polish academic-government consortium built PLLuM, a homegrown LLM, piloted in Częstochowa from August 2025 and rolled into …
Hanoi's Public Administration Service Center began piloting an AI hotline, chatbot, app and kiosk network (19001009) in March …
Ghana Health Service and Jacaranda Health adapted Kenya's decade-old PROMPTS platform into 'Nurse Mary,' an AI-triaged two-way SMS …
A Bhutanese student-founded startup sells a low-cost chatbot to three government bodies, but reported usage is as low …
Botswana's police deployed an AI-enabled CCTV/facial-recognition network of 1,000+ cameras across two cities at a cost of billions …
USTDA funds Vanuatu's Meteorology Dept to pilot Tomorrow.io's AI/ML weather platform for cyclone forecasting, announced September 2024 under …
Estonia's Government Office runs Eesti.ai, approving 15 public-sector AI projects by April 2026 atop 130+ existing deployments. OECD's …
ASIN, Benin's digital agency, built GPT-BJ, a sovereign AI chatbot trained on the country's tax, digital, labour and …
Zimbabwe's Ministry of Local Government launched a WhatsApp platform where residents anonymously rate councils on 8 service areas; …
India's Central TB Division has deployed the AI tool DeepCXR to flag tuberculosis on chest X-rays across 8 …
DEWA's bilingual AI assistant Rammas has answered millions of utility-service enquiries via web, app, WhatsApp, Alexa and Instagram …
Butwal Sub-Metropolitan City launched Nepal's first municipal government AI chatbot to help residents access local service information; the …
President Irfaan Ali announced AskGov, a 24/7 generative-AI assistant for Guyanese government services such as license renewals and …
Canada's Translation Bureau built GCtranslate, trained on an 8-billion-word bilingual corpus; a departmental pilot translated 60M+ words in …
Austria bundled five concrete AI tools, led by the sovereign GovGPT assistant for 180,000 federal employees, under one …
Vietnam's VNeID uses AI facial-recognition and data-matching to verify identity and route welfare payments: 83.5 million accounts, 2.1 …
A peer-reviewed survey of 315 public and private high-school students in Somalia's Banadir region found 64.8% already use …
UAE's MoHESR upgraded its Edu Hub admissions platform with AI chatbots and case-classification tools across 74 institutions, and …
France's data-protection authority ran a 2023-24 regulatory sandbox pairing four public bodies — including France Travail and RATP …
DOZORRO's ML risk-flagging tool screens Ukraine's Prozorro procurement tenders for corruption red flags, catching 26% more unfair-selection and …
Ahead of its April 2024 general election, South Korea's NEC ran a task force under a new deepfake …
Since 2021 France's VIGINUM service has tracked foreign disinformation networks with AI tools; in 2025 it open-sourced D3lta, …
In February 2026, France's data.gouv.fr began exposing its dataset catalogue via a Model Context Protocol (MCP) server, letting …
Norway's national open-data catalogue, data.norge.no (run by Digdir), added an AI-powered natural-language search built on Google Vertex AI, …
Karnataka's education department is rolling out 'Nirantara,' an Aadhaar-linked facial-recognition attendance app, to 52,686 government/aided schools (5.2M+ students) …
Chile's transparency regulator (CPLT) and GobLab UAI mapped 92 automated decision systems across 42 public bodies in 2021, …
Finland's Tax Administration chatbot Virtanen has answered tax and MyTax questions on vero.fi since 2019, handling about 320,000 …
Since August 2024, CUHK's Wellness Centre has paired the Jockey Club-funded TourHeart+ AI chatbot 'Boon' with in-person counselling …
Traficom is Finland's contact point for the EU AI Act since January 2026. In April 2026 Finland and …
Peru's Contraloría General launched the IRI in March 2024, an AI index scoring 190,000+ public investment projects nationwide …
Under OMB Memo M-24-10, US federal agencies (except DOD and intelligence) must inventory their AI use cases yearly …
Since March 2022, China's Cyberspace Administration has required platforms to file algorithm and AI disclosures before deployment — …
In January 2025 the Basque Government published a public catalogue of algorithms and AI systems used by its …
A May 2026 audit found roughly 12,000 Ontario public servants visited unsecured AI websites, only 3% completed AI …
In June 2025 Luxembourg's government signed a strategic partnership with Mistral AI to deploy 'Chat Mistral', a sovereign …
El Salvador announced a two-year plan to deploy xAI's Grok as a digital tutor to 5,000+ public schools …
India's Supreme Court has run its AI case-research tool SUPACE since April 2021 to extract facts and precedents …
Denmark's data-protection and digitalisation agencies jointly run a regulatory sandbox giving organisations free, project-specific guidance on GDPR and …
California's CDT built Poppy, a vendor-agnostic GenAI platform offering ten models to state staff. After a nine-month pilot …
Seoul's Data Hub uses a retrieval-augmented generative-AI chatbot to let residents search 8,100+ open datasets in plain Korean; …
Nigerian civic-tech firm ChatVE piloted CitiBot, a WhatsApp/Telegram chatbot explaining voting rights and procedures, during the October 2024 …
Latvia's Culture Information Systems Centre and vendor Tilde run national government chatbots — Signe, UNA, Ieva, Toms and …
From 2014, ~350 Polish labour offices sorted every unemployed claimant into 1 of 3 algorithmic 'profiles'; research found …
Portugal's Social Security went live in October 2025 with an AI platform that scans internal records for behavioural …
Greece's Ministry of Digital Governance contracted OroraTech, with ESA and EU funding, to build a four-satellite constellation giving …
In October 2023 Australia's Education Ministers approved a six-principle, 25-statement national framework for generative AI in schools, backed …
Brazil's CGU launched Informa.BR on 30 June 2026: citizens type a plain-language information request and AI matches it …
HomeDOCtor gives Slovenian citizens 24/7 AI primary-care guidance grounded in national protocols. In peer-reviewed testing it scored 90.7% …
MaMMa Klinika added Kheiron's Mia AI as a third reader to Hungary's national breast-screening programme. Across 25,065 women …
France's 2019 Grand Débat National used a seven-firm consortium's NLP pipeline to classify and synthesise nearly 2 million …
Northern Trains (Feb 2024) and South Western Railway, both UK state-owned operators, use Signapse's AI to assemble BSL-interpreter-filmed …
Auckland Transport and Kara Technologies are piloting Tūī, an AI avatar assembling motion-captured NZSL signs into real-time video …
At a May 2026 national retreat, the UAE federal government launched its first four 'agentic AI' systems — …
University of Liverpool and Greater Cambridge Shared Planning built PlanAI to summarise consultation responses. On 3 trial consultations …
Italy's INPS used AI to rewrite 2,100+ pieces of citizen-facing content in plain language; in a blind test …
Switzerland's Canton of Ticino began testing a locally hosted, fine-tuned version of the national Apertus open-source language model …
Malaysia's National Digital Department soft-launched an AI chatbot inside the MyGOV super-app covering 34 public services in August …
Catalonia's Generalitat launched a public register on 24 Nov 2025 disclosing 31 AI systems and algorithms in its …
Madeira's IT directorate (DRI) deployed a BERT + Random Forest triage system on 12,843 support tickets (2022-2024), reaching …
Colombia's ICT Ministry announced six generative-AI models in July 2026 covering citizen complaints, contractor payments, labour certificates and …
France's public employment service rolled out ChatFT to nearly 40,000 advisors from November 2024, saving up to 3 …
Turkey's land registry agency TKGM piloted AI-assisted 'processing robot' software in Edirne from 2021, then scaled it nationally …
Malta's government partnered with Microsoft in a EUR 4 million, two-year plan to give 8,000 public service employees …
Portugal committed EUR 11.5M (2023-2027) to a ChatGPT-based 'Voicebot 112' meant to triage overloaded emergency calls, but contractor …
Côte d'Ivoire signed an Industry-Technical and Vocational Education Pact (PIETP) with French Tech Abidjan, giving its 75-firm tech …
Jordan's Ministry of Digital Economy built Sanad, a digital-ID app with an Infobip AI chatbot; by mid-2026 it …
Covered California deployed Google Public Sector's Document AI with Deloitte to automate income/eligibility verification across 25 document types …
The Philippines' PhilSys uses an AI-powered biometric matching system to confirm each national ID number belongs to one …
UIDAI's new 'Invisible Shield' AI system matches fingerprint, face and iris data against India's 1.3-billion-record Aadhaar database to …
Greece's Ministry of Interior and Google trained 85,772 public employees in digital/AI skills from 2023-2025 (35,839 in AI-specific …
Sweden's Arbetsförmedlingen and Försäkringskassan piloted Alibaba's Qwen 3 model on internal servers; Arbetsförmedlingen halted it over security concerns …
A government LINE chatbot lets Bangkok residents report potholes, flooding and broken infrastructure with a geotagged photo. A …
Peru's civil registry RENIEC awarded TECH5 a three-year public-tender contract for AI-based facial capture and multi-biometric ABIS matching, …
Mauritania's Houwiyeti app authenticates citizens to e-government services via AI facial recognition instead of passwords, with offline verification …
In November 2025, UNDP and Intel trained about 70 Liberian government officials in a five-day 'AI Sprint' on …
Bangladesh's a2i unit added an AI layer, Smart Sathi, to its national 333 helpline in October 2023. The …
South Korea opened bidding in July 2026 for 'AI for Everyone', a free national AI chatbot and public-service …
Ghana's Ministry of Communication, Digital Technology and Innovations partnered with UNESCO and the EU to train 240 civil …
The UAE's Ministry of Human Resources and Emiratisation deployed a self-learning AI system that scores work-permit and quota …
Lithuania's national GovTech Lab runs funded sandbox cohorts letting public bodies trial AI and emerging-tech tools before rollout. …
Staffordshire University built Beacon, reportedly the UK's first student-facing university chatbot, in-house in 2019. It answers roughly 400 …
In February 2026 Etalab launched a public MCP server exposing data.gouv.fr's full catalogue — ~74,000 datasets/APIs, 390,000 files …
Spain's Next Generation EU-funded Kit Digital gave SMEs and freelancers vouchers of up to €12,000 for digital tools; …
The Netherlands Court of Audit audited 9 government algorithms in 2022, finding only 3 met basic requirements, then …
Services Australia and Capgemini built an OCR/NLP engine that classifies more than 25,000 citizen-submitted documents a day with …
ENGAGE trains 800+ underserved Kenyan girls and young women in AI, data science and machine learning for public …
Trinidad and Tobago's MPAAI issued 550 ChatGPT/Grammarly Enterprise licenses to civil servants and reports a self-measured 75% productivity …
Mauritius' Central Informatics Bureau runs DIVA, an AI chatbot answering citizen queries for eight ministries via web, WhatsApp …
The European Ombudsman is piloting the EU Commission's GPT@EC generative-AI tool for legal research and drafting support, explicitly …
Mauritius's Office of the President and Ministry of Education run an annual AI challenge for Grade 12 students: …
Albania's e-Albania portal digitised roughly 95% of central-government services within a decade; completed applications rose 40% by 2025 …
Cape Verde opened GOV.CV, a one-stop digital-government portal, in Feb 2026, then in May 2026 began drafting a …
Lebanon created a dedicated Ministry of State for Technology & AI in 2025, backed a $30-50M two-year digital …
Zimbabwe's Ministry of Education launched a WhatsApp chatbot, Learner's Hub, giving rural learners real-time academic guidance, indigenous-language support …
Liechtenstein's national administration launched an AI chatbot, LiBot, for its commercial register in January 2025 and expanded it …
Uzbekistan's State Tax Committee launched DavrOn, a trilingual AI assistant trained on an 11-million-character tax knowledge base, inside …
Tonga's Prime Minister's Office contracted Aninver, funded by the World Bank, to build TongaGPT, an AI assistant for …
Slovenia's FURS runs two ML risk-scoring models in its eDIS platform — one flags irregular VAT-refund claims since …
An independent second-year audit of 39 Dutch municipal chatbots found only 10% of citizen questions answered correctly, with …
San Francisco scaled Microsoft 365 Copilot from a six-month, 2,000-employee pilot with self-reported productivity gains to nearly 30,000 …
Hungary's Ministry of Justice launched jog.gov.hu on 16 March 2026, an AI tool that answers plain-language legal questions …
The IRS grew from 10 to 126 active AI use cases between 2022 and mid-2025 to flag high-risk …
SSA's AI phone bot now handles a large share of the 5 million monthly calls to its national …
In 2018 Zimbabwe signed China's first Belt-and-Road AI export deal with CloudWalk to build a national facial-recognition database …
Ghana's Ministry of Education deployed AI-powered subject apps across 712 senior high schools and trained 7,800 facilitators in …
Delaware's DMV launched Della, a Google Cloud-built AI chatbot on dmv.de.gov answering licence and registration questions on a …
KLCI's Rafiki AI is a free WhatsApp generative-AI career advisor built on Amazon Bedrock; it grew from 1,200 …
Samoa's national weather service now issues impact-based forecasts, not just hazard alerts, for cyclones, coastal flooding and storm …
DARPG launched Samadhan Didi, an AI voice chatbot on India's CPGRAMS grievance portal, in May 2026, letting citizens …
Malaysia's RM100m Smart Automation Grant matched SME automation spending 1:1 up to RM1m per company, requiring applicants to …
A truck-mounted digital X-ray unit using Delft Imaging's CAD4TB AI software screened 43% of Daru Island's population for …
UNESCO handed Ghana's National Disaster Management Organization an AI-powered chatbot that answers citizen questions on floods, fires and …
Fiji's Tertiary Scholarships and Loans Service replaced a manual, multi-day 'bond clearance' process for scholarship recipients travelling abroad …
The Flemish Parliament's IT unit built a pipeline combining Pyannote, OpenAI Whisper and ChatGPT to speed up plenary …
Azerbaijan's ASAN Service is fitting its 108 citizen call centre with AI to automate calls and cut wait …
GovTech Tokyo used AI 'Broad Listening' and the open-source Talk to the City tool to cluster ~27,000-30,000 public …
Namibian startup YYeni, founded by NUST students who won Huawei's 2023 Tech4Good Global Competition, is piloting its AI …
DepEd's Project SALIKSeek gives staff generative-AI access to structured education data in seconds instead of days, launched alongside …
Hong Kong's cross-department 1823 hotline now uses AI speech recognition, generative-AI drafting and a chatbot resolving over 90% …
Fiji's national student-loan and scholarship agency TSLS launched a 24-hour AI chatbot, built in-house with University of the …
Brazil's federal government mandates the neural-AI VLibras avatar—built by UFPB's LAVID lab—on public digital services, translating Portuguese into …
On 28 November 2025 Canada published the federal government's first public AI Register, logging 400+ AI systems across …
Nanyang Technological University's Lyon Bot, built on Google Cloud's Dialogflow, launched in 2020 to handle freshmen queries. A …
Romania's tax authority ANAF launched ANA, an AI assistant answering taxpayer questions on rental and self-employment income inside …
Ahead of April 2024 elections, South Korea banned AI-generated deepfakes in campaigning within 90 days of polling. The …
Moscow's public health department centrally benchmarks and deploys a marketplace of 50+ vetted computer-vision diagnostic tools as a …
Rotterdam has published 31 municipal algorithms — from parking enforcement to benefit eligibility — on the Dutch algorithm …
Armenia's State Revenue Committee is piloting an AI tool, built by Interpretable AI and Daniam LLC with the …
A FONDEF-funded offline toolkit for teaching AI concepts in rural Chilean schools was tested with 96 teachers in …
As part of a wider 2025 national AI rollout, Oman's Public Prosecution is piloting a tool built with …
Iceland's Ísland.is portal runs Askur, an AI chatbot answering citizen queries around the clock from vetted agency content. …
Rustavi City Hall, Georgia launched C-Bot, an AI chatbot built with UNDP and EU support, answering citizens' and …
Austin's Development Services Department has run AI PreCheck, built with Archistar, since a 2024 pilot; across about 190 …
VA SYD, the public water utility serving Malmö, Lund and neighbouring municipalities, piloted Siemens' SIWA Leak Finder AI …
The UK Cabinet Office's Incubator for AI scaled Redbox, a bespoke generative-AI chatbot for civil servants, to 6,000+ …
Since 2023, GovTech has scaled Pair, an in-house generative-AI assistant, from 60,000+ registered users exchanging 10 million+ messages …
After an 18-month EU tender, the European Parliament deployed an AI system (RWS/CEDAT85/Bertin IT) that live-transcribes and translates …
In 2019, Lugano's public innovation lab and IBM Research ran a one-off AI experiment collecting 2,500+ citizen arguments …
Goiás's state administration secretariat (SEAD) built a Multinomial Naïve Bayes classifier to auto-sort citizen feedback on its EXPRESSO …
Launched November 2025 by the Treasury Board Secretariat, Canada's AI Register publicly lists AI systems across federal institutions …
Under OMB Memorandum M-24-10, US federal agencies must publish a machine-readable annual inventory of every AI use case. …
Gdynia became the first Polish city to put PLLuM, the state-backed Polish AI model, to work — powering …
Lạng Sơn launched Vietnam's first provincial AI virtual assistant in December 2021. By 2025 'iSee Lạng Sơn' had …
Uzbekistan's Ministry of Justice launched the AI-powered 'Odil' Telegram chatbot in February 2025 to answer citizens' questions on …
On 6 November 2025, Sri Lanka's Ministry of Education launched the '1966' hotline and web chatbot, the government's …
Papua New Guinea's DICT unveiled SevisPass on 27 November 2025: a TECH5-built biometric digital identity and SevisWallet, Oceania's …
SDAIA's Data & Privacy Regulatory Sandbox, launched Feb 2023 as the region's first, lets MSMEs test privacy-enhancing AI …
In November 2025, Tonga's Public Service Commission launched a pilot AI chatbot, built in-house with a Harvard student …
Papua New Guinea's Department of Personnel Management piloted an AI system that reads CVs, checks qualifications and drafts …
Chile's environmental regulator SMA connected close to 1,000 industrial and infrastructure sites to real-time sensors and satellite monitoring …
An EU Horizon 2020 project (2021–2024, €5.9M) co-created a smart-home AI ecosystem — a Digital Care Facilitator and …
Greater Cambridge Shared Planning and the University of Liverpool built PlanAI, a large language model trained on 15 …
Kazakhstan piloted an AI system in Pavlodar region that proactively matches jobseekers to vacancies and messages them directly; …
Togo's Ministry of Public Service Efficiency and Digital Transformation ran the country's first AI Summer School in Lomé, …
CNMC's BRAVA tool has used machine learning to flag collusive bids in Spanish public tenders since 2024; President …
Brazilian startup founded in Maceió translates text and speech into Libras and ASL via an AI-driven 3D avatar, …
The UK's Algorithmic Transparency Recording Standard requires public bodies to publish a standard record per algorithmic tool. Only …
An AI chatbot converting spoken/written Arabic into Arabic Sign Language video, letting deaf and hard-of-hearing Egyptians access health …
A one-week RCT with 187 Chinese dental undergraduates found ChatGPT-3.5 access alongside standard video instruction significantly improved procedural …
Serbia's algorithmic 'Social Card', built with World Bank support since 2022 to score welfare eligibility, has disproportionately excluded …
A generative-AI chatbot built by Nava and nonprofit Imagine LA for Los Angeles County benefits caseworkers lifted response …
Djibouti unveiled a biometric mobile ID on 9 February 2026, built with Visa and TECH5 under a 'Smart …
UNICEF's Yemen country office built its own machine-learning anomaly-detection tool to catch fraud and duplicate records in a …
In September 2023, India's Agriculture Ministry launched Kisan e-Mitra, the first AI chatbot built into a major central …
New Jersey built its own secure generative-AI assistant for state workers, now used by 20,000+ of its 70,000 …
Kyle, Texas built a Salesforce Agentforce-powered 311 platform, nicknamed Agent Kyle, letting residents report issues, track fixes on …
SK Telecom's AI Care places a voice-activated Nugu speaker in the homes of seniors living alone, flagging distress …
Panama's AMPYME launched MAIA, a free WhatsApp chatbot using AI text and voice recognition to give micro and …
Since 2006, Korea's Fair Trade Commission has used an automated indicator-scoring system to flag collusive bidding patterns in …
Babyl Rwanda's AI phone-triage tool, run by UK firm Babylon Health under a 10-year government partnership, reached over …
Andorra's government announced plans to give every public employee a Microsoft Copilot-style AI tool from 2027 to automate …
The Philippines' DICT partnered with Google Cloud to give 50,000 civil servants Gemini Enterprise/Workspace access via a new …
Mongolia's Customs General Administration deployed HYPERGLORY, an AI chatbot using retrieval-augmented generation to recommend correct HS commodity codes …
Guangdong, Hainan and Shandong deployed AI 'intelligent patrol' cameras across Gaokao exam halls, while Alibaba, Tencent and Moonshot …
In June 2025 Maryland launched a bilingual Claude-powered chatbot for its $72.5M SUN Bucks food-benefit program, reaching 600,000+ …
DR Congo channelled $126m through seven integrated PIREDD forest projects, then in 2024 adopted a standardised regional PES …
Ghana's Minerals Commission runs a National Mine Surveillance Centre using drone imagery and AI to target illegal 'galamsey' …
Since March 2026, Trenitalia has trialled an AI avatar at ticket offices in Milan Centrale and Rome Termini …
Nairobi startup Signvrse built Terp 360, an AI-driven 3D avatar that translates English speech and text into Kenyan …
In May 2024, South Korea's National Tax Service became the first agency to run an AI voice consultant …
Paraguay's procurement authority DNCP has run a government AI system since 2022 to flag bidding anomalies and predict …
Opportunity International's Ulangizi chatbot merges generative AI with Malawi's Ministry of Agriculture guidance, giving farmers Chichewa voice, text …
A nationwide Dutch e-health platform let people with motor neuron disease self-monitor mood, weight and function from home. …
Uruguay's AGESIC and the Open Knowledge Foundation piloted a Model Context Protocol server letting citizens ask natural-language questions …
Estonia's state-funded AI Leap gives every public high-school teacher and student free access to ChatGPT Edu and Gemini, …
Denver's generative-AI 311 chatbot "Sunny" was handling 12% of all citizen-service inquiries by June 2024, two months after …
Brazil's federal audit court built ChatTCU, an internal generative-AI assistant on Azure OpenAI with retrieval over its own …
One year after Romania's EU accessibility deadline, platform Wawsome found about nine in ten evaluated company sites still …
Chad's national biometric ID platform, whose Idemia-built engine de-duplicates against a 15-million-record database in seconds, began enrolling refugees …
Ireland's May 2025 guidelines set seven principles, a Decision Framework and a 'Responsible AI Canvas' for public bodies …
UTMACH built a generative-AI vocational-guidance chatbot for Ecuadorian students; in a quasi-experimental trial with 351 students, its picks …
MOEL's AI labour-law chatbot, embedded in Korea's popular Daangn part-time job app, turns a worker's counselling chat straight …
GovTech's LifeSG lets new parents register a birth, apply for Baby Bonus and enrol a library membership in …
The Isle of Man launched a £1 million National AI Office in January 2026, building on its Activate …
Puerto Rico's House Bill 427 proposes a 3-year pilot embedding AI conversational tools into public-school English teaching, backed …
The UK's Financial Conduct Authority runs 20-week 'Supercharged Sandbox' cohorts where selected firms stress-test AI systems on real …
NEC's GenAIE platform uses generative AI to build course content for England and Wales' prison and probation system, …
Croatia's DHMZ launched a nationwide 3-day AI/ML air-quality forecast (PM2.5, PM10, NO2, O3) on 17 Jan 2025, adapting …
Brazil's Minas Gerais audit court (TCEMG) piloted an AI module in its Fiscap-Edital system to check tender and …
Córdoba became the first Argentine jurisdiction to write AI use into its Tax Code: taxpayers must be told …
Baden-Württemberg built F13, the first AI assistant in productive use across a full German state administration, running on …
A University of Washington research center's Colleague AI classroom platform grew from a 21-teacher, seven-week pilot in five …
IplanRio's 'Pref Rio' AI agent proactively messages vulnerable Rio de Janeiro residents on WhatsApp to connect them to …
Thailand's Ministry of Digital Economy and Society opened 'TH-AI Passport'/AiPASS, giving citizens 15+ free access to 33 premium …
Barbadian firm Touchstar built 'Pearly', an app letting citizens report issues like potholes to the right ministry and …
Stellenbosch University's Policy Innovation Lab built a WhatsApp chatbot using ChatGPT so citizens can report service failures like …
Since 2017, CABI's PRISE service has combined satellite data, weather forecasts and pest life-cycle models to deliver pest-outbreak …
Since 2021 the Dominican Republic's procurement authority has run automated daily alerts across its e-procurement system, flagging collusion …
Ireland's Citizens Information Board piloted AskCI in December 2025, a generative-AI chatbot answering questions on public services strictly …
Lithuania's Public Employment Service launched the AI assistant Ema in January 2024; within weeks it handled 31,000+ messages …
President Tokayev's September 2025 address led Kazakhstan to create a dedicated Ministry of Artificial Intelligence and Digital Development, …
An IDB-funded pilot equipped Peru's public utility EPS Grau with Idrica's GoAigua AI leak- and fraud-detection software in …
Korea's labour ministry and KEIS built AI into Work-Net: 'The Work' (2018) matched ~7,600 people to jobs in …
Buenos Aires Province's Public Ministry made ChatIA the sole authorised generative-AI tool for prosecutors under Resolution PG No. …
Liverpool City Council signed a five-year, £2.7m contract with Jadu to build a low-code 'Digital Layer' combining case …
Guatemalan municipalities, led by Guatemala City, awarded at least Q69.9M ($9.1M) across 122 AI video-surveillance contracts since 2022 …
Facing ad hoc AI adoption across departments, the Cayman Islands government drafted a policy barring any AI system …
Panama's Ministry of Education is spending $44m over five years on offline-capable AI laptops for every public-school teacher; …
Qatar's Ministry of Education launched Talib, a bilingual AI chatbot that answers student, parent and public enquiries online; …
After a recruitment drive found only one eligible candidate for several posts, Gibraltar's Income Tax Office built a …
Belgium's Youth for Climate movement used CitizenLab's NLP platform to collect 1,700 ideas and 32,000 votes, auto-clustering them …
Canada's federal Red Tape Reduction Office paired BizPal's AI-generated plain-language rule summaries, and a parallel AI regulation-scanner piloted …
Ethiopia's Federal Supreme Court, with the Ethiopian AI Institute, is rolling out a 'Smart Court System' with AI …
Tanzania's procurement regulator PPRA built and runs NeST, an e-procurement platform with AI-enabled red-flag analytics linking 21 government …
California's Office of Data and Innovation launched AskCA, an Anthropic Claude-based assistant that guides residents to services by …
Sénégal Numérique SA's Anta chatbot uses natural-language understanding and voice recognition to guide citizens through the nearly 700 …
Belgium's French Community selected 20 primary schools to test adaptive AI tools — Lalilo, Adaptiv'Math, Matheros and Projet …
Busan ran a 2025 pilot AI Agent for its "120" complaints hotline (219,108 calls in 2024; 108,703 in …
The UK's Algorithmic Transparency Recording Standard grew from a 2022 pilot into a mandatory register covering all central …
Facing what officials call an AI-disinformation risk before South Africa's 4 November 2026 local elections, the IEC launched …
Cambodia's General Department of Taxation launched Beauramei, an AI chatbot answering tax questions in Khmer, on 5 January …
Madrid's regional government installed EU-funded AI avatar kiosks, branded SOL, in 33 municipalities under 20,000 residents for tourism, …
Portugal's Ministry for State Reform is piloting AI tools to speed construction-licensing reviews in municipalities led by Coimbra, …
Lai Châu province piloted three AI tools — a citizen virtual assistant using OCR, LLMs and speech recognition, …
Google switched on Gemini by default for all K-12 students in Google Classroom in 2026 with only days …
Bhutan's GovTech Agency and a Royal University college built Dzongkha NLP — machine translation, speech recognition and text-to-speech …
Cambodia's Ministry of Post and Telecommunications built TranslateKH, a free, locally-hosted Khmer-English AI translation app now in its …
Peek Vision's smartphone screening software, used by non-specialist health workers in 13 African and Asian countries since 2018, …
Costa Rica's public health insurer (CCSS) installed three AI-integrated ultrasound units at Hospital Calderón Guardia in San José …
Ecuador's customs authority (SENAE) deployed a Palantir AI/data-analytics platform in May 2025 to risk-profile import/export declarations. In its …
Ireland's 2020 'Coco's Law' criminalised sharing intimate images without consent and persistent online harassment. A 2024 review found …
KRA is building AI checks inside iTax to cross-check VAT and income filings, plus an Intelligence Analysis Tool …
Nigeria's NITDA and NCAIR, with Awarri Technologies, launched the open-source N-ATLAS language model at the UN General Assembly …
A Far North iwi media organisation crowdsourced 300+ hours of te reo Māori speech in 10 days, then …
Estonia's Kratid programme runs a public, voluntarily-submitted register listing around 120 AI systems in use across roughly 60 …
AI eye-tracking flags children's reading risk in minutes, screening 40,000+ pupils across Sweden, the UK and the US. …
KWS unveiled a national AI-and-drone anti-poaching strategy in Nairobi (March 2026), building on WWF's Kifaru Rising thermal-camera network, …
Somalia's ID authority NIRA has registered more than 1.5 million citizens since its 2023 launch (per a 20 …
Sri Lanka's Digital Economy Ministry and GovTech piloted AI tools to draft and translate its Virtual Asset Bill …
San José's City Clerk replaced budgeted human interpreters with Wordly AI translation for council meetings, cutting annual costs …
Kazakhstan's Ministry of AI and Digital Development rolled out eGov GPT, a conversational assistant covering 50 public services …
AWS and the non-profit Code for Schools are rolling out Australia's first locally developed, curriculum-aligned AI literacy programme …
Kyrgyzstan's tax service built an AI layer, Kezet/AI Kyzot, into its systems in 2025 to flag discrepancies and …
Fujitsu is adding generative AI to Japan Pension Service's Nenkin Chatbot, already used by ~600,000 people a year, …
Australia Post's machine-learning route planner turned scanner data into two-hour delivery windows. By FY2020-21 it covered 1,500+ drivers, …
Trinidad and Tobago's free national LearnTT platform has registered 2,500+ citizens (88% women) across 80+ communities, including a …
Guyana's Ministry of Health and Mount Sinai Health System are rolling out AI-assisted radiology and pathology reads, a …
Indonesia's education ministry is training 361,000 teachers and school staff in deep learning, coding and AI in 2026, …
Togo's Ministry of Public Service Efficiency and Digital Transformation set up Togo AI Lab to crowdsource open speech, …
El Salvador's National Registry Center (CNR) attributes AI-assisted digitalization to a 4% rise in services in 2023 and …
Mozambique's INTIC published a draft National AI Strategy in May 2026, opening a month-long public-comment period before Council …
Guatemala's Organismo Judicial spent Q1.3 million (~US$167,000) on AI tools to analyse amparo petitions, awarding all 15 contracts …
Botswana's National AI Policy is in its final drafting stage, informed by a mid-2025 UNESCO Readiness Assessment Methodology …
Born as a 2013 University of Wollongong pilot, PetaBencana.id turns citizens' flood reports into a government-validated hazard map …
Montenegro's National HPC Competence Centre and the Montenegrin AI Association formalised an AI-skills partnership in 2026, building on …
Mesquite ISD (Texas) used Timely's AI scheduling tool to build special-education inclusion sections and assign co-teachers before the …
Building on SAMAI 1, which certified 1.1 million Saudi citizens in AI during 2025 with 52% female participation, …
Singapore's new Institute of Digital Government ran pilot 'AI Sprints' — agency workshops applying AI to real work …
SA's education department built its own chatbot on Azure OpenAI with Azure AI Content Safety, trialled it in …
Ontario's AI Directive (in force 1 Dec 2024) requires ministries and agencies to manage AI risk and publish …
The Bank of Italy's innovation centre ran an AI-themed call in 2021: 40 projects (62 operators) applied, 10 …
Austria's regulator RTR runs an AI Service Desk with an advisory board, events and an open survey of …
Since 2023 Catalonia's AOC consortium has published a standard transparency sheet per AI service: four reports to date …
Brazil's civil-society Operação Serenata de Amor uses open-source machine learning ('Rosie') to flag suspicious deputy expense claims. It …
Norway's Auditor General led four other national audit institutions in publishing an open white paper and audit catalogue …
Minute, part of the UK's 'Humphrey' toolkit, turns meetings into editable notes. Announced 23 May 2025 with a …
QChat, Queensland's private GPT-4o-based assistant for public servants, logged 383,000 conversations and 18,950 users by 2025. The state …
After banning chatbots in 2023, the third-largest US school district vetted about a dozen AI tools and gave …
Vienna permitted generative AI in its administration in 2023 and relaunched its in-house platform as WienKI in 2025. …
Launched March 2023, ION uses NLP to cluster citizen messages from a web portal and social media for …
telli, built by the FWU for the German Länder, is a free, EU-hosted school chatbot: Niedersachsen piloted it …
ChileCompra cross-matches supplier beneficial owners against the Comptroller's payroll data, flagging 1,131 purchase orders in 2025. Totals are …
France Travail is piloting a 26-variable decision-tree model trained on ~60,000 past checks to select jobseekers' files for …
A 2026 State Audit Office performance audit found about EUR 6.1 million spent on 48 AI projects in …
The Swiss Federal Supreme Court trained its own judgment-anonymisation model (92.26% recall, 92.57% precision, self-reported) on two in-house …
Swiss federal auditors inventoried 21 AI chatbot projects (CHF 9,000–3 million each) and found useful bottom-up knowledge sharing, …
In October 2023 Oslo launched its own school chatbot as a privacy-compliant alternative to commercial AI. A peer-reviewed …
Bulgaria's Institute of Public Administration surveyed 6,254 civil servants in 2025 and scored administrative AI readiness at 45/100 …
Ordinance 288-24 (Dec 2024) obliges SF departments and vendors to answer 22 standardised questions on each AI tool; …
South Australia's education department built EdChat with Microsoft and trialled it for eight weeks in eight high schools …
40 state, municipal and regional AI pilots (2020-22) were independently evaluated in 2024: ~15% in operation, 45% ongoing; …
Open full copilot Grounded in cited practices — always check the sources.