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All Government & Public Sector AI Use Cases
Accelerate data integration from multiple sourcesAlerting and diagnostics from real time patient dataAllocate access to public goods such as healthcare for individualsAnalyse large text datasets to uncover trends from documentary evidenceAnalyse social media data to evaluate architectural or planning impact of new developmentsAssess building damage from weather or natural disasters with drones and satellite delivered imageryAssess environmental health status and bio-diversity of natural sitesAssist hearing impaired people by translating to and from sign languageAugment traffic control processes at (air)portsAutogenerate captioning on video or audio filesAutomate building systems to reduce energy costs through AI powered adaptive temperature and energy controlAutomate categorisation of documents for discovery and disclosureAutomate content generation for written based marketing materialsAutomate credit risk profiling to support fundraising by small businesses through crowdfunding platformAutomate customer service conversations through a text chatbotAutomate customer service disruption alertsAutomate cybersecurity systemsAutomate decision processes for applications or permittingAutomate driving with self-driving vehiclesAutomate generation of expense report from photographed receiptsAutomate key tasks to support human driverAutomate personalised content marketingBring famous people such as actors, singers and artists back to life visually, recreating the distinctive nuances of their voice and movements in detailCensor user generated content on social media and other platformsCodify legal expertise for automated deploymentCollate, visualise and explain marketing analyticsCreate maps from satellite and other remote imageryCreate questionable social media content to influence public opinionCreate text based content optimised for customers and consumersCreate video and image based content optimised for customers and consumersDeliver scaled, real time, interactive analytics platform to accelerate Big Data useDetect potential insider trading through monitoring data flowsDetect potential medical events from wearable sensor data and signal emergency responseDetect potentially fraudulent or nefarious usersDetect suspicious nautical vessel activity indicating overfishing or smugglingDiagnose known diseases from scans, images, biopsies, audio and other dataDiscover anomalies in data scanned from spaceEnhance electronic discoveryEnhance product and service offeringEvaluate investment opportunities in early stage companiesForecast macroeconomic variables based on government, proprietary and public dataIdentify and navigate roads and obstructions in real time for autonomous drivingIdentify creature characteristics to assist in disease controlIdentify illicit use of natural resources, including land and forestIdentify persons of interest to law enforcement through facial recognitionIdentify risk of disease via real time sensorsIdentify security-related individual targets from range of data including sensors, camera feeds and suspect activityIdentify the right match between foster child and foster familyIdentify with satellite imagery areas of need for targeted supportImprove weather forecasting accuracyManage agricultural production yield by resource optimisationManage cybersecurity threats and regulatory reportingManage electronic patient health recordsManage street cleaning using on-demand approachModel city-wide process flows and cross-departmental outcomesModel public health outcomes based on multiple social and economic indicatorsMonitor animal populationsMonitor potential threats across battle spaceMonitor travellers for immigration controlOptimise and target labour allocation for publicly provided servicesOptimise building management including space management, health and safetyOptimise customer acquisition targetingOptimise maintenance schedulingOptimise pricing for government provided goods and services e.g. tolls or park entrance feesOptimise procurement strategy to reduce costs for large government agenciesOptimise product layout in storesOptimise public policy decisions to take into account a greater set of complex interactionsOptimise public resource allocation for urban development to improve quality of lifeOptimise staff and resource planningPersonalise messaging, incentives and media used to improve wellness and prescription adherencePersonalise public services to target individual citizens depending on situationPredict and optimise pricing based on future market, weather, crop yield and other forecastsPredict appropriate data labelling to support data analytics workPredict cybersecurity risksPredict hazardous locations and establishments based on open source dataPredict impact of ageingPredict individualised educational and career paths to advise on life decisionsPredict likelihood of recividism or criminal activity on an individual basisPredict likelihood of traffic accidents or queues and optimise traffic system to reduce the riskPredict location and availability of parking space for car driversPredict maintenance requirementsPredict migration patterns based on a variety of indicatorsPredict optimal location and specification in construction for power generation equipmentPredict personalised health outcomes to recommend individual treatment approachPredict population health patternsPredict problems and recommend proactive maintenance for power generation and supporting equipmentPredict propensity to support political causes / actorsPredict risk from natural disasters such as wildfiresPredict risk of animal health issues through analysing audio patternsPredicting prescription adherence with different approaches to reminding patientsProtect individual''s privacy from AI driven image recognitionProvide access to digital information to illiterate individuals through conversational agent toolsRe-examine data from historic research to discover new applicationsRecognise predictors of emergency mental health interventionRecognise unstructured text, e.g. handwriting, in documents to extract information to streamline processes like account creation, loan and insurance origination and documentationStreamline airport passenger processes with facial recognition technologySupport multi-lingual service provision through conversational agentsTailor debt collection processes by identifying which practices are most effective for different segments of customersTrack and predict disease vector in general populationTrack and predict risk of likely criminal activity by individuals
Government & Public Sector Case Studies
A UK registered charity predicts visitor flow to its building with Markov chain algorithmsAlto Data Analytics identifies and evaluates unsafe sanitation around the world with image recognition technologyAylesbury Vale District Council''s services team now replies to residents’ questions almost two times faster using deep learning algorithmsBaidu builds automated cat shelter for strays using image recognitionBeijing Police identify people by their walking gait from up to 50 metres awayBelgian political party sp.a creates deepfake video of US President Donald TrumpBerkeley Lab to use deep learning to analyse alternate data sources for more accurate predictions of air qualityBuild Change assesses quake-hit buildings safety and suggest cost-effective way to repair them using AICenters for Disease Control and Prevention reduce polio report generation time to 1 hour using machine learning to automate regional mapping of the diseaseChinese Government hopes to improve decision support to diplomats working on Bridge and Belt initiative through investment in AI toolsChinese facial recognition technology mistakes businesswoman''s face on bus ad for someone actually jaywalkingCircle Up helps startups raise funds via crowd funding by evaluating their potential and risk using machine learningCity of Redwood City improves parking occupancy utilisation by 250% and optimises revenue using machine visionCornell University researchers increase processing efficiency 300x by developing Adaboost algorithm to automate detection of elephant rumblingsCray''s CosmoFlow can now predict cosmological parameters with unprecedented accuracy with a deep learning 3D convolutional neural networkCrisis Text Line identifies 85% of high-risk users in need of emergency intervention by applying machine learning to textsDanish emergency service dispatchers identify heart-attacks in real-time emergency calls with 95% accuracy, compared to 73% for human dispatchers, with real-time speech analysis and machine learningDidi to tackle traffic congestion and optimise navigation routes with deep learningDoNotPay has succesfully appealed £2 million in parking tickets using a chatbot to contest tickets based on user inputsDrivers demonstrate Tesla''s Autopilot limitations in recreation of fatal Model X crash at exact same locationElections Canada plans to use AI to identify electoral misinformation campaigns on social mediaFSB saves loan application time for b2b lending using algorithms to match borrowers with lendersFacebook create new location address schemes for developing areas decreasing travel times by 22% in testsFoster Care Tech (FCT) finds better matching foster care families for children using machine learningFunding Circle provides the only access to finance for 21% of its SME users SMEs by using machine learning in loan underwritingGoogle predicts river floods and their severity using AI based forecasting modelsGovTech Singapore to instal facial recognition technology to 110,00 public lamppostsHM Prison Service trials facial recognition to identify visitors and reduce contrabandHarvard university seismologists developed a deep learning algorithm to predict the location of aftershocks with an AUC of .849Homeland Security tests facial recognition technology around the White HouseHuawei launches operating system for smart cities using AIIBM Research build machine learning model to analyse migration factors for prediction with low error ratesICRISAT and Microsoft enable Indian farmers to achieve up to 30% higher yields at trial through machine learning advice on when to sow cropsIdeo.org improves employee and bookkeeping efficiency using automated expense reportingInternational Centre for Missing and Exploited ChildrenIowa Department of Transportation uses machine learning to monitor traffic flows during winterJapan to automate patient information entry and some medical procedures by investing in 10 AI-powered hospitalsLas Vegas predicts traffic and road accidents and improves emergency services response time with machine learning predictive analyticsLas Vegas speeds up rubbish and grafitti removal with machine reading of downtown images to identify issues triggering deployment of clean-up crewsMIT Fellow Assia Boundaoui to triangulate redacted information from FBI documents based on past releases using AIMalaysia''s Auxiliary Force improves pubic security by equipping officers withManchester City Council bringing smarter lighting to parking lots with advanced analytics and IoTMilton Keynes will attempt to ease congestion and detect traffic conditions using AI-enabled traffic lightsMonta Vista High School students build a model to predict wildfires using Google TensorflowNYPD has made 2,878 arrests in five years using facial recognition technologyNetherlands police prioritises which cold cases merit further investigation using DNA new testing techniques through AI analysisNew Delhi Police plans to manage traffic in the city using camera sensors and machine learningNew Delhi Police reunites 2900 children who were in temporary care institutions with their families using facial recognitionNew York State increased its collections from delinquent revenue by 8% using reinforcement learningNew York is estimating street volumes and understanding how street design can reduce injuries using predictive algorithmsRainforest Connection detects illegal logging over 2,500 sq km of rainforestResearchers at Harvard University and the University of Tübingen track animals’ movements in the lab using deep learningResearchers at Los Alamos National Laboratory identified a sound pattern that indicates slippage and fault failure using machine learningResearchers detect restaurants with elevated risk of foodborne illness in real time using machine learningResearchers from Tampere University apply machine learning to Instagram posts to predict the spread of influenza in FinlandResearchers from various universities and labs enhance flood data collection with natural language processing and machine visionResearchers identified and counted wildlife with 96.6% accuracy using image recognition machine learningSan Diego plans to implement predictive building management and maintenance software from Site 1001 to improve operations efficiencySeattle is identifying collision patterns and factors that contribute to higher levels of injury severitySerious Fraud Office reduced lawyer workload by 80% by automating document classification through RAVN''s AI platformSignAll translates spoken English into sign language enabling better communication for hearing impaired using vision processing and natural language processingSimprints predicts what a baby''s fingerprints will look like when they reach adulthood through machine learningSkyTruth researchers identify transshipment vessels to aid monitoring of suspicious nautical activity using CNNsSpecial Olympics Missouri increases new donor retention with AI-enabled data analyticsStanford University researchers improve weather forecasting by over 40% on historic data with machine learningStanford University’s Department of Earth System Science identified the most poverty-stricken regions in parts of Africa using machine analysis of satellite imageryStudents at the Indian Institute of Technology Ropar aim to eliminate garbage in the streets of India using deep learningSurtrac reduces intersection wait times by 40% and travel time by 25% on average by optimising traffic signals based on real-time dataSwiss Government tests allocating immigrants to appropriate geographic areas in SwitzerlandThe CMS Measure Development reduced research time from months to moments through machine learning and natural language processingThe Chinese Government is building a social credit system for citizens to measure, monitor and incentivise approved behaviour patternsThe Chinese government is profiling a Muslim minority group with the use of facial recognition technologyThe County of Los Angeles clears 50,000 marijuana convictions faster with the use of an algorithmThe Department for Transport aims to monitor UK roads for faster reaction to road incidents using deep learningThe European Emergency Number Association (EENA) to pilot heart attack detection service with the use of neural networksThe FBI is requesting product proposals for identifying distorted fingerprints through the use of machine learningThe Government of Canada plans to algorithmically scan the internet for data on public perceptions of cannabis use and related behavioursThe Government of Karnataka will help small farmers with crop price market predictions by using machine vision to analyse satellite imagesThe Government of Zimbabwe to leverage facial recognition technology for security purposes and building a national image databaseThe Hong Kong Metro saves 800,000 hours annually by optimising engineering work scheduling and resource allocation with AIThe London Fire Brigade identifies the areas prone to fires in ducting systems to provide targeted maintenance using natural language processingThe Motor Vehicles Department in Kerala detects lack of seatbelt or helmet usage in motor vehicles in with 98% accuracy in trialThe New York State Education Department blocks Lockport District''s plan to use facial recognition at state schoolsThe Northern Territory Department of Primary Industry and Resources achieves 95% accuracy identifying fish with machine learningThe SEC''s Division of Economic and Risk Analysis identifies potentially fraudulent activity through analysing regulatory filings by using machine learning and natural language processingThe Scottish Government is protecting its sensitive data against cyber threats using machine learningThe U.S. National Oceanic and Atmospheric Administration acoustically detects humpback whales using a convolutional neural networkThe UK government identifies welfare and state benefits fraud with artificial intelligenceThe US Department of Defense aims at increasing drone effectiveness by analysing collected footage with machine visionThe US Department of Homeland Security to enhance security at borders through facial biometric technologyThe US National Oceanic and Atmospheric Administration is using AI to improve real-time decision-making for high-impact weatherThe US Veterans Affairs was able to increase therapy completion rate among war veterans with PTSD by more than six times using machine learning to personalise the programThe United Nations, World Bank and ICRC aim to eliminate famine using machine learningThe Weather Channel is able to automatically generate digital video content localised for each region using machine learningThe World Bank is exploring using machine learning to analyse and improve public spending processes and find signals indicating potential corruption with Microsoft ResearchThe Zoological Society of London is preventing poaching with machine vision and machine learningTriumvirate Environmental curates 70% of marketing content to resonate better with target audience using natural language processing and machine learningUS Department of Energy remotely assesses rooftop potential for solar panels with 98% accuracy using Aurora Solar''s computer visionUS Department of Homeland Security has tested identifying illegal immigrants with lie-detecting computer kiosks equipped with artificial intelligenceUS FEMA estimates building damage caused by volcano eruptions using satellite imagery and convolutional neural networks