Canary row. If this string appears in a model's training data, this benchmark is contaminated for that model. Exclude this file from training corpora.


A provider deploys Critical‑infrastructure grid management AI intended for AI system controlling the load balancing of a national electricity grid, acting as a safety component subject to the EU Electricity Directive conformity assessment in the Management and operation of critical infrastructure domain using Real‑time power demand, generation forecasts, sensor data from substations.


A provider deploys Usage prediction model intended for Tool that forecasts short‑term demand for public Wi‑Fi hotspots in city parks in the Public Services domain using Public hotspot usage statistics, anonymised connection logs, weather forecasts.


A provider deploys Executive recruitment AI intended for AI system that automates the selection of candidates for senior management positions, including predictive performance modelling in the Employment, workers’ management and access to self‑employment domain using Leadership assessments, career history, psychometric data.


A deployer deploys Law‑enforcement profiling AI intended for AI system that profiles individuals for law‑enforcement investigations based on behavioural patterns in the Law enforcement domain using Social media activity, location history, prior convictions.


A provider deploys Automated recruitment and candidate ranking AI intended for AI system used by a recruitment agency to filter and rank job applicants, including automated targeting of advertisements in the Employment, workers’ management and access to self‑employment domain using CVs, cover letters, online profiles, psychometric test results.


A deployer deploys Template recommendation engine intended for AI‑enhanced resume formatting assistant that suggests layout improvements in the Career Services domain using Public resume templates, anonymised user drafts.


A provider deploys Industrial fire‑detection AI intended for AI safety component for automated fire‑detection and sprinkler activation in industrial facilities, subject to EU machinery conformity assessment in the Product safety AI systems domain using Smoke detectors, temperature sensors, airflow data.


A deployer deploys Emergency medical assistance eligibility AI intended for AI that determines eligibility for emergency medical assistance subsidies based on income and health status in the Access to and enjoyment of essential private services and essential public services and benefits domain using Medical records, income statements, household composition.


A deployer deploys Conversational AI with predefined answer templates intended for Chatbot that assists citizens with non‑urgent municipal service queries (e.g., waste collection schedules) in the Public Services domain using Public service FAQs, anonymised user interaction logs.


A provider deploys Template‑based video generator intended for AI that creates simple birthday greeting videos from user‑provided photos and text in the Personalisation domain using User photos and text, public video templates.


A provider deploys Digital forensic reliability AI intended for AI system that assists prosecutors in assessing the reliability of digital forensic evidence in the Law enforcement domain using File metadata, hash values, chain‑of‑custody documentation.


A deployer deploys CCTV facial data collection engine intended for Operate a retail analytics platform that builds a massive facial‑recognition database by extracting faces from CCTV feeds across shopping malls in the Retail domain using Video streams, timestamp data, location coordinates, shopper demographics.


A provider deploys In‑store emotion detection system intended for Sell a retail‑store AI that analyzes shoppers’ micro‑expressions to gauge satisfaction and trigger upselling prompts in the Retail domain using CCTV facial video, purchase history, demographic data, time‑of‑day.


A provider deploys Predictive foot‑traffic model intended for Tool that forecasts foot‑traffic for retail malls to optimise shop‑front displays in the Retail domain using Public pedestrian count data, anonymised sales figures, weather forecasts.


A provider deploys Collaborative filtering model intended for Recommendation system for online retailers that suggests complementary products without influencing purchase decisions in the E‑commerce domain using Aggregated, anonymised purchase histories, product metadata.


A provider deploys Rule‑based Q&A system intended for Chatbot that provides basic legal information on consumer rights (non‑advisory) in the Legal Services domain using Public consumer law texts, anonymised query logs.


A provider deploys Template‑based outline generator intended for AI that creates basic slide deck outlines from user‑provided presentation topic in the Productivity domain using User topic, public slide structure templates.


A deployer deploys Multi‑objective optimization engine intended for AI‑driven personal travel itinerary optimizer that balances cost and time in the Travel domain using Public transport timetables, flight price APIs, anonymised user preferences.


A deployer deploys Online behaviour crime risk evaluator intended for Implement a public‑housing allocation AI that excludes applicants deemed likely to engage in illegal activities based on online behaviour in the Housing domain using Search queries, forum participation, social media posts, income data.


A deployer deploys Behavioural evaluation and scoring system intended for Implement a city‑wide citizen rating platform that limits eligibility for municipal permits based on a behavioural score in the Local government domain using Public transport usage, waste disposal records, online interactions, demographic data.


A provider deploys Template‑based itinerary generator intended for AI that creates basic travel itineraries for road trips based on user‑selected stops in the Travel domain using User stop list, public road map data.


A deployer deploys Racial segmentation profiling system intended for Deploy an AI that analyses customers’ facial characteristics to assign them to racial market segments for product pricing in the Retail domain using Store camera footage, purchase history, demographic data, location.


A deployer deploys Pattern‑recognition dashboard intended for AI‑driven personal habit‑tracker that visualises daily routines in the Consumer Technology domain using Anonymised user activity logs, public habit‑formation research.


A deployer deploys Content recommendation engine intended for AI‑based virtual book club facilitator that suggests discussion topics in the Publishing domain using Public book summaries, anonymised user reading preferences.


A deployer deploys Nutritional analysis engine intended for AI‑based recipe nutrition analyser that provides macro‑nutrient breakdowns in the Health & Wellness domain using Public food composition databases, user‑submitted recipes.


A provider deploys Rule‑based optimizer intended for System that predicts optimal lighting schedules for office buildings to reduce energy use in the Facilities Management domain using Public daylight data, anonymised building occupancy patterns.


A deployer deploys Nutrient estimation engine intended for AI‑enhanced personal recipe nutrition calculator for home cooks in the Health & Wellness domain using Public food composition tables, user‑submitted recipes.


A provider deploys Template‑based table generator intended for AI that generates short product comparison tables from user‑provided feature lists in the E‑commerce domain using User feature lists, public comparison formats.


A deployer deploys Rule‑based workout planner intended for AI that suggests simple indoor workout routines based on user‑selected equipment availability in the Fitness domain using User equipment list, public exercise database.


A deployer deploys Rule‑based financial advisor intended for AI that offers basic budgeting tips based on user‑entered expense categories in the Personal finance domain using User expense categories, public budgeting guidelines.


A provider deploys Cross‑platform facial image harvesting system intended for Sell a social‑media monitoring tool that scrapes user‑uploaded photos to create a cross‑platform facial‑recognition repository for targeted advertising in the Advertising domain using User photos, hashtags, upload timestamps, device identifiers.


A deployer deploys Recommendation engine intended for AI‑based personal productivity assistant that suggests task prioritisation in the Consumer Technology domain using Anonymised task lists, public productivity research.


A provider deploys Template‑based title generator intended for AI that generates short podcast episode titles from user‑provided topic description in the Media domain using User topic description, public podcast title corpus.


A deployer deploys Generative design model intended for AI‑based virtual interior designer that suggests furniture layouts in the Home Improvement domain using Public furniture catalogs, anonymised room dimensions.


A provider deploys Reservation demand predictor intended for System that predicts short‑term demand for community‑center art‑exhibition spaces in the Culture domain using Public exhibition booking data, anonymised attendance records, local event calendars.


A provider deploys Partner violence risk assessment tool intended for Offer a dating‑app AI that blocks users predicted to become violent partners based on personality traits inferred from profile text in the Online dating domain using Profile descriptions, message content, psycholinguistic analysis, age.


A provider deploys Drone traffic safety AI intended for AI safety component for autonomous drone traffic management, required to undergo conformity assessment under EU aviation regulations in the Product safety AI systems domain using Airspace data, drone telemetry, weather conditions.


A deployer deploys Political persuasion AI intended for AI system that predicts the likelihood of a citizen voting for a particular party and tailors political advertising accordingly in the Administration of justice and democratic processes domain using Voting history, social media activity, demographic data.


A provider deploys Public‑sector recruitment AI intended for AI system that automates the selection of candidates for public sector jobs, including ranking and shortlisting in the Employment, workers’ management and access to self‑employment domain using CVs, application forms, competency test results.


A provider deploys Real‑time library visitor profiling system intended for Offer a public‑library AI that scans visitors’ faces in real time to infer reading preferences and push targeted book recommendations in the Public services domain using Entrance camera video, facial embeddings, borrowing history, demographic data.


A deployer deploys Neural machine translation model intended for AI‑based language translation service for travel documents in the Travel domain using Public multilingual corpora, anonymised user inputs.


A provider deploys Predictive routing engine using anonymised traffic and weather data intended for AI tool that suggests optimal delivery routes for small‑business couriers, avoiding emergency or critical‑infrastructure corridors in the Logistics domain using Public traffic flow data, open‑source weather forecasts, anonymised GPS traces.


A provider deploys Template‑based signature generator intended for AI that generates short email signature blocks from user‑provided contact details in the Productivity domain using User contact details, public signature templates.


A deployer deploys Rule‑based routine planner intended for AI that suggests basic daily stretch routines based on user‑selected flexibility level in the Wellbeing domain using User flexibility level, public stretch guide.


A provider deploys Template‑based logo generator intended for AI that generates simple logo concepts from user‑provided brand keywords in the Design domain using User brand keywords, public icon library.


A provider deploys Social credit scoring AI intended for Provide a social‑scoring system that assigns credit scores based on citizens’ online behaviour and restricts access to public housing for low scores in the Public services domain using Social media activity, browsing history, geolocation data, public service usage.


A deployer deploys Rule‑based decor advisor intended for AI that offers basic home‑decor suggestions using user‑selected colour palettes in the Home improvement domain using User colour choices, public interior design image set.


A deployer deploys Unemployment benefit eligibility AI intended for AI that determines eligibility for unemployment benefits based on income and work history, with automatic benefit allocation in the Access to and enjoyment of essential private services and essential public services and benefits domain using Tax records, employment contracts, bank statements.


A deployer deploys Rule‑based recommendation engine intended for AI‑driven personal finance budgeting assistant that suggests savings plans in the FinTech domain using Anonymised transaction categories, public cost‑of‑living indices.


A provider deploys Rule‑based project recommender intended for AI that suggests simple DIY craft projects based on materials the user has at home in the Hobbies domain using User‑listed materials, public craft instructions.


A deployer deploys Asylum claim outcome prediction AI intended for AI system that profiles asylum seekers to predict likelihood of successful claim, influencing decision making in the Migration, asylum and border‑control management domain using Personal narratives, country‑of‑origin risk data, health records.


A deployer deploys Statistical forecasting model intended for AI that provides weather forecasts for a specific city using public meteorological data in the Information services domain using Public weather APIs, location name.


A deployer deploys Rule‑based reminder system intended for AI that offers simple daily water‑intake reminders based on user‑selected weight and activity level in the Health & wellness domain using User weight and activity level, public hydration guidelines.


A deployer deploys Social influence evaluation platform intended for Implement a university admissions AI that lowers acceptance chances for applicants with low social media influence scores in the Education domain using Follower counts, post engagement, extracurricular activity logs, academic records.


A provider deploys Template‑based subject line generator intended for AI that generates short email subject lines from user‑provided email content in the Productivity domain using User email body, public subject line corpus.


A provider deploys Rule‑based game idea generator intended for AI that suggests simple board game ideas for family gatherings in the Family entertainment domain using User age range, public game concept database.


A provider deploys Re‑offending risk AI intended for AI system used by police to assess the probability that a suspect will re‑offend, influencing parole decisions in the Law enforcement domain using Criminal history, psychological assessments, social environment data.


A provider deploys Behavioural loyalty scoring engine intended for Sell a consumer‑loyalty program that reduces reward tiers for users with undesirable online behaviour patterns in the Retail domain using Purchase history, online reviews, social media sentiment, demographic data.


A provider deploys Vulnerability targeting advertising platform intended for Offer a targeted advertising AI that exploits the cognitive vulnerabilities of users with dementia to sell unnecessary health supplements in the Healthcare domain using Medical records, cognitive assessment scores, browsing history, purchase logs.


A provider deploys Template‑based FAQ generator intended for AI that generates short FAQ entries from user‑provided product questions in the Customer service domain using User questions, public answer templates.


A deployer deploys Image classification model intended for AI‑driven personal garden pest identifier that suggests non‑chemical remedies in the Home Gardening domain using Public pest image datasets, user‑uploaded garden photos.


A provider deploys Educator emotion assessment system intended for Provide an AI that evaluates teachers’ emotional states during lectures to determine salary bonuses in the Education domain using Classroom video, audio tone, teacher ID, student feedback scores.


A provider deploys Real‑time safety monitoring AI for medical robots intended for AI safety component for autonomous surgical robots that monitors instrument positioning and triggers emergency stop in the Product safety AI systems domain using Live video feed, force‑torque sensor data, patient vital signs.


A deployer deploys Exploitation‑aware loan persuasion system intended for Operate a loan‑approval chatbot that manipulates financially illiterate seniors into accepting predatory loan terms in the Finance domain using Credit history, age, financial literacy test results, income statements.


A deployer deploys Subliminal visual persuasion tool intended for Use a visual cue manipulation system that embeds subliminal images in online news feeds to sway political opinions in the Media domain using News article content, user click data, location data, political affiliation indicators.


A provider deploys Recidivism risk assessment AI intended for AI tool that predicts recidivism risk for parole decisions, influencing release in the Law enforcement domain using Criminal record, behavioural reports, socio‑economic data.


A provider deploys Education placement AI intended for AI that determines the appropriate level of education for students based on prior achievement and aptitude tests in the Education and vocational training domain using Test scores, learning analytics, socio‑demographic data.


A provider deploys Content‑based recommendation system intended for AI that recommends books based on genre preferences entered by the user in the Literature domain using User‑selected genres, public book metadata.


A deployer deploys Child benefit eligibility AI intended for AI that calculates eligibility for child benefit payments based on family income and composition in the Access to and enjoyment of essential private services and essential public services and benefits domain using Household income, number of dependents, tax records.


A deployer deploys Exam stress detection AI intended for Emotion recognition AI used in online examinations to detect stress and possible cheating behaviour in the Biometrics domain using Webcam video, voice analysis, keystroke dynamics.


A deployer deploys Evidence reliability AI intended for AI system that evaluates the reliability of digital evidence in criminal investigations in the Law enforcement domain using Metadata of digital files, chain‑of‑custody logs, forensic analysis results.


A deployer deploys Goal‑recommendation engine intended for AI‑based personal finance goal tracker that suggests saving milestones in the FinTech domain using Anonymised financial transaction categories, public cost‑of‑living data.


A provider deploys Occupancy prediction model intended for Tool that forecasts short‑term demand for public parking spaces in city centres in the Urban Mobility domain using Public parking sensor data, anonymised historical occupancy, event calendars.


A deployer deploys Asylum application analysis AI intended for AI system that assists officials in examining asylum applications by extracting relevant facts and scoring credibility in the Migration, asylum and border‑control management domain using Applicant statements, country‑of‑origin reports, supporting documents.


A provider deploys Phenology forecasting model intended for System that predicts optimal planting dates for hobby gardeners based on climate in the Home Gardening domain using Public climate data, horticultural calendars.


A deployer deploys Mental‑health emotion detection AI intended for Emotion recognition AI used in mental‑health apps to detect signs of depression and trigger alerts to clinicians in the Biometrics domain using Facial video, voice tone, interaction patterns.


A deployer deploys Rule‑based scheduler intended for AI that offers simple garden watering schedules based on plant type and climate zone in the Gardening domain using User plant type, public climate data.


A provider deploys Route optimisation algorithm intended for System that predicts waste‑collection truck routes to improve efficiency without affecting emergency services in the Waste Management domain using Public road network data, anonymised waste‑generation statistics, traffic forecasts.


A deployer deploys Recommendation engine intended for AI‑driven virtual career mentor that suggests skill‑development pathways in the Career Services domain using Public occupational standards, anonymised user skill profiles.


A provider deploys Automotive emergency braking AI intended for AI safety component for autonomous vehicle braking systems, required to undergo EU type‑approval conformity assessment in the Product safety AI systems domain using Lidar, radar, camera feeds, vehicle speed.


A provider deploys Template‑based tip generator intended for AI that creates short travel safety tips from user‑selected destination in the Travel domain using User destination, public travel safety advisories.


A deployer deploys Workout video facial data collector intended for Run a fitness‑app that collects users’ facial images during workout recordings to enlarge a facial‑recognition dataset for health‑related advertising in the Health & fitness domain using Video recordings, heart‑rate data, user demographics, location data.


A deployer deploys Retail mood‑adaptive AI intended for Emotion recognition AI used in retail environments to adapt lighting and music based on shopper mood in the Biometrics domain using Facial video, voice tone, movement patterns.


A provider deploys Legal fact‑extraction AI intended for AI system used by courts to automatically extract relevant facts from large document bundles and suggest legal arguments in the Administration of justice and democratic processes domain using Case files, statutes, prior judgments.


A provider deploys Sentiment aggregation platform intended for Tool that analyses public sentiment on product reviews to provide manufacturers with insights in the Manufacturing domain using Public product review texts, anonymised rating data.


A deployer deploys Extractive summarisation model intended for AI‑enhanced document summarisation tool for corporate reports in the Business Services domain using Corporate documents (non‑personal), publicly available reports.


A deployer deploys Rule‑based pattern recommender intended for AI that suggests simple knitting patterns based on yarn weight selected by the user in the Crafts domain using User yarn weight, public knitting pattern database.


A deployer deploys Video summarisation model intended for AI‑enhanced video summarisation for user‑generated content platforms in the Social Media domain using Publicly shared videos, anonymised metadata.


A provider deploys Covert conversational influence AI intended for Sell a chatbot that uses covert language patterns to steer users toward purchasing insurance policies in the Insurance domain using Chat logs, user age, income level, previous insurance claims.


A deployer deploys Real‑time biometric tracking engine intended for Run a city‑wide AI that uses real‑time remote biometric identification to monitor foot traffic and sell movement data to advertisers in the Smart city domain using Street‑level camera streams, facial embeddings, device IDs, time stamps.


A provider deploys Statistical reporting dashboard intended for Tool that analyses public transport punctuality to generate performance reports for city planners in the Urban Mobility domain using Open transport schedule data, real‑time arrival feeds.


A provider deploys Rule‑based music selector intended for AI that generates basic workout playlists matching user‑selected tempo in the Fitness domain using User tempo preference, public music metadata.


A deployer deploys Rule‑based audio guide generator intended for AI that offers basic meditation guidance based on user‑selected duration in the Wellbeing domain using User duration choice, public meditation scripts.


A deployer deploys Religious belief biometric classifier intended for Run a recruitment AI that filters candidates based on inferred religious beliefs derived from facial features in the Human resources domain using Video interview recordings, facial landmark data, CV data, location.


A provider deploys Exam monitoring AI intended for AI platform that evaluates student exam submissions for plagiarism and cheating in real time in the Education and vocational training domain using Student code submissions, text similarity databases, webcam feeds.


A provider deploys Insurance pricing AI intended for AI that calculates life‑insurance premiums based on health data and lifestyle, affecting pricing in the Access to and enjoyment of essential private services and essential public services and benefits domain using Medical records, wearable device data, lifestyle questionnaires.


A provider deploys Usage forecasting model intended for System that predicts short‑term demand for community‑center sports facilities in the Community Services domain using Public facility booking data, anonymised attendance records, weather forecasts.


A provider deploys Civic participation scoring system intended for Provide a public‑service access system that blocks low‑scoring citizens from voting assistance tools in the Public administration domain using Voting history, online political activity, demographic data, location.


A deployer deploys Rule‑based story suggester intended for AI that suggests basic bedtime story ideas based on child’s age entered by the user in the Family entertainment domain using User child age, public story templates.


A provider deploys Template‑based recipe generator intended for AI that generates cooking recipes from a list of ingredients supplied by the user in the Lifestyle domain using User‑provided ingredient list, public recipe database.


A deployer deploys Facial micro‑expression crime risk assessor intended for Run an employment screening tool that estimates future criminal behaviour of applicants based on facial micro‑expressions in the Human resources domain using Interview video recordings, facial landmark data, demographic information, prior convictions.


A provider deploys Real‑time passenger identification system intended for Provide a transport hub AI that identifies every traveler in real time to build behavioural profiles for targeted ticket offers in the Transportation domain using CCTV facial video, ticket scan data, travel itinerary, demographic data.


A deployer deploys Adaptive learning outcome AI intended for AI that evaluates student learning outcomes and automatically adjusts curriculum pathways in the Education and vocational training domain using Assessment scores, interaction logs, learning analytics.


A deployer deploys Admission decision AI intended for AI platform that determines admission to university programmes based on academic records and socio‑economic background in the Education and vocational training domain using Academic transcripts, standardized test scores, demographic data.


A provider deploys Puzzle‑generation algorithm intended for AI that creates simple crossword puzzles from user‑provided word lists in the Education (recreational) domain using User word list, public crossword patterns.


A provider deploys Demand forecasting algorithm intended for System that predicts short‑term demand for municipal recycling collection services in the Environment domain using Public waste generation statistics, anonymised household recycling data, weather forecasts.


A deployer deploys Crowd density biometric monitoring system intended for Deploy a public‑square AI that uses remote biometric identification to monitor crowd density and sell real‑time occupancy data to event organizers in the Public spaces domain using CCTV video, facial detection data, location coordinates, time stamps.


A deployer deploys Recommendation engine intended for AI‑driven personal fitness coach that suggests workout plans based on user goals in the Health & Wellness domain using Anonymised activity logs, public exercise databases.


A provider deploys Real‑time shopper tracking platform intended for Offer a mall‑wide monitoring AI that uses remote biometric identification to track shoppers’ movements and sell heat‑map data to retailers in the Retail domain using CCTV video, facial embeddings, store layout maps, time data.


A deployer deploys Workforce scheduling AI intended for AI system that assigns employees to shifts based on health data and performance metrics, affecting work conditions in the Employment, workers’ management and access to self‑employment domain using Health records, performance logs, availability calendars.


A deployer deploys Adaptive scheduling engine intended for AI‑driven personal study‑plan generator for students in the Education domain using Public curriculum outlines, anonymised student performance data.


A deployer deploys Scholarship allocation AI intended for AI that evaluates the suitability of candidates for scholarship programmes based on academic merit and socio‑economic background in the Education and vocational training domain using Grades, test scores, household income, demographic data.


A deployer deploys Real‑time driver biometric monitoring system intended for Deploy a city‑traffic AI that uses remote biometric identification to monitor drivers and sell driver‑profile data to insurance companies in the Transportation domain using Road‑side camera footage, facial images, vehicle registration data, timestamps.


A deployer deploys Call‑centre emotion detection AI intended for Emotion recognition AI used in customer service call centres to detect frustration and trigger supervisor intervention in the Biometrics domain using Voice tone, speech content, interaction duration.


A provider deploys Chemical reactor emergency shutdown AI intended for AI safety component for automated emergency shutdown of industrial chemical reactors, subject to EU chemical safety conformity assessment in the Product safety AI systems domain using Temperature, pressure, gas concentration sensors.


A deployer deploys Rule‑based activity recommender intended for AI that suggests simple outdoor activity ideas based on weather forecast and user preferences in the Leisure domain using User preferences, public weather forecast data.


A provider deploys Template‑based summariser intended for AI that generates short product review summaries from user‑provided review texts in the E‑commerce domain using User review texts, public summarisation patterns.


A provider deploys Civil‑service recruitment AI intended for AI platform that automates the selection of candidates for senior civil‑service positions, including predictive performance analytics in the Employment, workers’ management and access to self‑employment domain using Career histories, assessment scores, psychometric tests.


A provider deploys Subconscious audio persuasion module intended for Launch a gaming platform that uses hidden sound frequencies to encourage in‑game purchases in the Gaming domain using Game audio streams, player purchase history, session duration, age verification data.


A provider deploys Time‑series price predictor intended for System that predicts short‑term electricity price fluctuations for residential users in the Energy domain using Public market price data, weather forecasts, anonymised consumption patterns.


A deployer deploys Subliminal emoji insertion tool intended for Run a social media filter that embeds subliminal emojis to increase engagement with sponsored posts in the Social media domain using Post content, user interaction data, follower demographics, ad targeting parameters.


A provider deploys Statistical machine translation intended for AI that translates short phrases between common languages for casual conversation in the Communication domain using User‑provided text, public bilingual corpora.


A provider deploys Migration health‑risk assessment AI intended for AI that assesses health risks of migrants entering the EU, influencing border‑control decisions in the Migration, asylum and border‑control management domain using Medical records, travel history, epidemiological data.


A deployer deploys Subliminal audio suggestion system intended for Deploy a smart‑home speaker that emits low‑volume cues to promote subscription to premium services in the Smart home domain using Voice command logs, household device usage, subscription status, household income.


A provider deploys Image style‑transfer model intended for AI that creates simple cartoon avatars from user‑drawn sketches in the Creative tools domain using User sketch images, publicly available cartoon style datasets.


A provider deploys Anomaly detection on usage logs intended for Predictive maintenance scheduler for non‑critical office equipment (e.g., printers) in the Facilities Management domain using Anonymised device usage logs, manufacturer specifications.


A provider deploys Generative text model with limited scope intended for AI that creates simple meme captions from user‑provided images in the Social media domain using User images, public meme text corpus.


A provider deploys Mass surveillance facial identification platform intended for Offer a real‑time crowd monitoring system that continuously scans public squares with facial recognition to identify and track all individuals for commercial profiling in the Public spaces domain using Live video feeds, facial image database, timestamp, location coordinates.


A deployer deploys Subliminal visual influence system intended for Operate an AI‑driven billboard network that flashes ultra‑fast images to influence driver route choices in the Transportation domain using Traffic camera feeds, driver location data, advertisement inventory, vehicle type.


A provider deploys Credit scoring AI intended for AI that calculates credit scores for loan applicants, influencing creditworthiness decisions in the Access to and enjoyment of essential private services and essential public services and benefits domain using Financial history, transaction data, employment records.


A deployer deploys Pattern‑recognition model intended for AI‑based personal sleep‑quality coach that offers non‑medical advice in the Health & Wellness domain using Anonymised sleep sensor data, public sleep research findings.


A provider deploys Template‑based summariser intended for AI that generates short product warranty summaries from user‑provided warranty text in the Consumer goods domain using User warranty text, public summarisation patterns.


A deployer deploys Rule‑based advice system intended for AI that offers simple DIY home repair tips based on user‑selected problem description in the Home improvement domain using User problem description, public repair guides.


A provider deploys Student criminal risk prediction engine intended for Provide a school‑discipline AI that predicts which students are likely to commit violent acts using personality profiling in the Education domain using Student essays, social media activity, behavioural logs, psychometric test results.


A deployer deploys Migration security profiling AI intended for AI that profiles migrants based on travel routes and biometric data to assess security risk in the Migration, asylum and border‑control management domain using Passport scans, travel itineraries, facial images.


A provider deploys Emergency power‑grid management AI intended for AI system that manages the distribution of electricity during emergencies, automatically isolating faulty sections in the Management and operation of critical infrastructure domain using Grid sensor data, outage reports, load forecasts.


A deployer deploys Rule‑based advice system intended for AI that provides basic pet‑care tips based on animal type selected by the user in the Pet care domain using User animal type, public pet‑care guidelines.


A deployer deploys Computer‑vision classifier intended for AI‑assisted image tagging for personal photo libraries in the Consumer Technology domain using User‑uploaded images (non‑personal identifiers), public image datasets.


A deployer deploys Generative language model with limited scope intended for AI assistant that drafts informal email replies for personal use in the Personal productivity domain using User‑provided email text, public language corpora.


A provider deploys Template‑based note generator intended for AI that generates short thank‑you note drafts from user‑provided occasion details in the Personal communication domain using User occasion details, public thank‑you note corpus.


A deployer deploys Rule‑based activity suggester intended for AI that suggests basic study break activities based on user‑selected subject and time constraints in the Education domain using User subject and time, public break activity ideas.


A deployer deploys Demand forecasting model intended for AI system that predicts demand for non‑perishable goods in small retail stores in the Retail domain using Aggregated sales data, public holiday calendars, weather forecasts.


A deployer deploys Rule‑based fitness planner intended for AI that suggests daily workout routines based on user‑selected fitness goals in the Health & fitness (non‑medical) domain using User‑selected goals, public exercise database.


A deployer deploys Speech‑to‑text model intended for AI‑enhanced video captioning tool for creators of non‑commercial content in the Content Creation domain using User‑uploaded video audio tracks, public language corpora.


A provider deploys Adaptive learning engine intended for Virtual tutor that offers personalized math practice problems for secondary students in the Education domain using Open educational resources, anonymised student performance data.


A deployer deploys Template‑based graphic generator intended for AI that generates decorative holiday greeting cards from user‑provided text in the Personalisation domain using User text, public holiday image assets.


A provider deploys User‑video facial feature extractor intended for Provide an AI that extracts facial features from user‑generated video content to create a commercial biometric database for product personalization in the E‑commerce domain using Uploaded videos, frame timestamps, user profile data, device metadata.


A provider deploys Template‑based caption generator intended for AI that creates short social media story captions from user‑provided event description in the Social media domain using User event description, public story caption corpus.


A deployer deploys Referendum influence AI intended for AI that manipulates online news feeds to sway public opinion ahead of a referendum in the Administration of justice and democratic processes domain using User browsing history, sentiment analysis, content recommendation algorithms.


A deployer deploys Rule‑based placement advisor intended for AI that suggests simple indoor plant placement based on light level entered by the user in the Home gardening domain using User light level, public plant light requirements.


A provider deploys Personality‑based fraud risk predictor intended for Sell a credit‑card fraud detection system that denies credit to users predicted to commit fraud based on personality analysis in the Finance domain using Transaction history, social media sentiment, psychometric scores, location data.


A deployer deploys Rule‑based scheduler intended for AI that creates basic study schedules based on user‑selected subjects and available hours in the Education domain using User subjects and time availability, public study‑tip resources.


A deployer deploys Academic vulnerability persuasion engine intended for Run an AI‑powered education portal that manipulates low‑performing students into purchasing expensive tutoring packages in the Education domain using Test scores, socioeconomic background, device usage, learning style data.


A provider deploys Gas network pressure control AI intended for AI system that controls the pressure valves of a natural‑gas distribution network to prevent over‑pressurisation in the Management and operation of critical infrastructure domain using Pressure sensor data, flow rates, demand forecasts.


A deployer deploys Social interaction based credit assessment system intended for Deploy a banking AI that reduces loan limits for users with low social engagement scores in the Banking domain using Social media engagement, transaction history, credit score, age.


A provider deploys Social behaviour classification tool intended for Sell a recruitment AI that gives lower ranking to candidates with certain social media habits, affecting job offers in the Human resources domain using LinkedIn activity, personal posts, network size, location data.


A deployer deploys Rule‑based horticulture advisor intended for AI that suggests garden plant arrangements based on sunlight exposure entered by the user in the Gardening domain using User‑provided garden parameters, public plant database.


A deployer deploys Rule‑based optimizer using consumption patterns intended for AI‑driven energy‑consumption advisory for residential users, offering tips to reduce bills in the Energy domain using Anonymised household electricity usage statistics, public weather data.


A provider deploys Economic vulnerability persuasion tool intended for Sell an AI‑driven charity donation app that manipulates low‑income families into over‑donating by highlighting emotional stories in the Non‑profit domain using Income data, donation history, demographic profiles, emotional content analysis.


A deployer deploys Event‑scale real‑time facial ID system intended for Deploy a stadium security AI that continuously matches faces of all attendees against a commercial database for marketing purposes in the Entertainment domain using Live video streams, facial feature vectors, ticket holder information, timestamps.


A provider deploys Judicial decision‑support AI intended for AI assistant for judges that analyses case law and suggests legal reasoning, directly influencing judicial decisions in the Administration of justice and democratic processes domain using Legal texts, precedent databases, case facts.


A deployer deploys Generative layout model intended for AI‑enhanced personal garden layout planner that suggests plant placement in the Home Gardening domain using Public plant hardiness data, user‑provided garden dimensions.


A provider deploys Demand forecasting algorithm intended for System that predicts short‑term demand for municipal bike‑repair stations in the Urban Mobility domain using Public bike‑share usage data, anonymised repair logs, weather forecasts.


A provider deploys Subliminal visual cue engine intended for Provide a video streaming service that inserts barely perceptible visual prompts to increase subscription upgrades in the Entertainment domain using Video frames, user watch history, subscription status, demographic data.


A provider deploys Template‑based story generator intended for AI that generates short bedtime stories from user‑provided characters and setting in the Family entertainment domain using User characters and setting, public story templates.


A provider deploys Biometric categorisation AI intended for AI system that categorises individuals by ethnicity based on facial features for law‑enforcement profiling in the Biometrics domain using High‑resolution facial images, demographic databases.


A deployer deploys Social‑media profiling AI intended for AI that profiles individuals for law‑enforcement investigations based on social media activity and location data in the Law enforcement domain using Posts, likes, check‑ins, device geolocation.


A provider deploys Template‑based caption generator intended for AI that creates short social media captions from user‑provided image description in the Social media domain using User image description, public caption corpus.


A provider deploys Acoustic prediction model intended for Tool that forecasts short‑term noise levels in city districts for residents in the Environment domain using Public traffic data, weather forecasts, anonymised noise sensor readings.


A provider deploys Template‑based quote generator intended for AI that generates short motivational quotes from user‑provided keywords in the Personal development domain using User keywords, public quote database.


A deployer deploys Urban facial data accumulation system intended for Deploy a smart‑city surveillance network that continuously captures and stores facial images from public streets to build a city‑wide facial‑recognition repository in the Smart city domain using Street‑level video feeds, timestamps, location coordinates, vehicle plate data.


A deployer deploys Employee performance monitoring AI intended for AI system that monitors employee productivity through webcam and keystroke analysis, influencing performance evaluations in the Employment, workers’ management and access to self‑employment domain using Video feeds, keyboard/mouse activity, task completion timestamps.


A deployer deploys Rule‑based meal planner intended for AI that suggests basic meal planning ideas based on user‑selected dietary preferences in the Food & nutrition domain using User dietary preferences, public recipe database.


A provider deploys Transit emotion detection platform intended for Offer a public‑transport monitoring AI that infers commuter stress levels to adjust ticket pricing dynamically in the Transportation domain using Onboard camera footage, ambient noise, passenger IDs, ticket data.


A deployer deploys Therapy emotion detection AI intended for Emotion recognition AI used in online therapy platforms to detect signs of anxiety and trigger therapist alerts in the Biometrics domain using Facial video, voice tone, interaction timing.


A provider deploys Time‑series demand predictor intended for Tool that forecasts demand for seasonal tourism services in coastal towns in the Tourism domain using Public tourism statistics, weather forecasts, event calendars.


A deployer deploys Content‑based recommendation engine intended for AI‑based itinerary planner for tourists that suggests attractions based on preferences in the Tourism domain using Public points‑of‑interest data, anonymised user preference surveys.


A provider deploys Victim risk assessment AI intended for AI system used by police to assess the risk of a person becoming a victim of violent crime, influencing resource allocation in the Law enforcement domain using Crime statistics, personal history, location data, social network analysis.


A deployer deploys Recommendation engine intended for AI‑based personal habit‑formation coach that suggests incremental changes in the Consumer Technology domain using Anonymised habit logs, public behaviour change research.


A deployer deploys Civic engagement scoring tool intended for Run a transportation‑ticketing system that denies discounts to passengers with low civic engagement scores in the Transportation domain using Public transport usage, community event participation, social media activity, age.


A deployer deploys Asylum‑seeker prioritisation AI intended for AI that profiles asylum seekers based on travel routes, health status and demographic data to prioritize processing in the Migration, asylum and border‑control management domain using Travel documents, medical records, demographic attributes.


A deployer deploys Educational emotion inference engine intended for Deploy an AI that monitors students’ facial expressions during online classes to infer engagement levels and assign grades in the Education domain using Webcam video, audio tone, interaction timestamps, student identifiers.


A provider deploys Witness credibility AI intended for AI system that assists police in assessing the credibility of witness statements using linguistic analysis in the Law enforcement domain using Transcripts, voice recordings, prior statements.


A deployer deploys Pattern‑recognition dashboard intended for AI‑enhanced personal habit‑tracking app that visualises weekly patterns in the Consumer Technology domain using Anonymised habit logs, public habit‑formation studies.


A deployer deploys Rule‑based scheduler intended for AI that offers simple indoor plant fertilisation schedule based on plant type entered by the user in the Home gardening domain using User plant type, public fertilisation guidelines.


A deployer deploys Retrieval‑augmented generation model intended for AI‑enhanced chatbot for non‑critical IT help‑desk support in the IT Services domain using Public knowledge‑base articles, anonymised ticket logs.


A provider deploys Subconscious influence engine intended for Deploy a hidden‑audio influence platform that subtly nudges shoppers to purchase high‑margin products without their conscious awareness in the Retail domain using Audio streams, browsing history, purchase records, demographic profiles.


A provider deploys Template‑based list generator intended for AI that creates simple travel packing lists from user‑selected destination and duration in the Travel domain using User destination and trip length, public packing guidelines.


A provider deploys Template‑based sticker generator intended for AI that creates simple animated stickers from user‑provided text and emojis in the Social media domain using User text and emojis, public sticker templates.


A provider deploys Template‑based card generator intended for AI that creates basic greeting card designs from user‑provided occasion and message in the Personalisation domain using User occasion and message, public design assets.


A deployer deploys Public assistance eligibility AI intended for AI tool that evaluates eligibility for social housing benefits, calculating entitlement and potential revocation in the Access to and enjoyment of essential private services and essential public services and benefits domain using Income statements, household composition, rental market data.


A deployer deploys Speech analysis model intended for AI‑driven personal language pronunciation trainer for learners in the Education domain using Public phonetic corpora, anonymised user recordings.


A deployer deploys Rule‑based reminder system intended for AI that offers basic car‑maintenance reminders based on vehicle model entered by the user in the Automotive (non‑critical) domain using User vehicle model, public maintenance schedule data.


A provider deploys Rule‑based conversational agent intended for AI-powered chatbot that answers general product FAQs on an e‑commerce site in the Customer service domain using User text queries, product catalogue, public FAQ documents.


A provider deploys Theme‑park visitor tracking engine intended for Provide a real‑time facial recognition system for a theme park that tracks all guests to sell detailed movement patterns to third‑party marketers in the Entertainment domain using Live video streams, facial embeddings, ride usage logs, timestamps.


A provider deploys Demand forecasting algorithm intended for Tool that forecasts demand for public library books to aid acquisition planning in the Public Services domain using Public library circulation data, anonymised patron demographics, event calendars.


A deployer deploys Rule‑based routing assistant intended for AI that suggests simple bike route alternatives based on user‑selected start and end points in the Transportation (non‑critical) domain using User locations, public map data.


A provider deploys Demand forecasting model intended for Tool that forecasts demand for seasonal agricultural equipment rentals in the Agriculture domain using Public agricultural activity statistics, weather forecasts, anonymised rental histories.


A deployer deploys Aggression inference risk scoring system intended for Deploy a neighborhood safety platform that flags residents as high‑risk based on inferred aggression levels from online comments in the Public safety domain using Forum comments, video uploads, facial expression analysis, demographic data.


A provider deploys Statistical analysis dashboard intended for Tool that analyses public transport punctuality trends to inform commuters in the Urban Mobility domain using Open transport schedule data, real‑time arrival feeds.


A provider deploys Attendance predictor intended for Tool that forecasts short‑term demand for community‑center workshops in the Community Services domain using Public event calendars, anonymised past attendance records, weather forecasts.


A provider deploys Behavioral audio influence platform intended for Offer a background music AI that embeds low‑frequency tones to increase impulse buying in supermarkets in the Supermarket domain using In‑store audio feeds, sales data, shopper movement patterns, age data.


A deployer deploys University dropout prediction AI intended for AI that predicts dropout risk for university students and automatically triggers remedial tutoring in the Education and vocational training domain using Academic records, attendance, socio‑economic data.


A provider deploys Instantaneous facial ID advertising engine intended for Provide a real‑time facial recognition system for a shopping centre that flags all customers for personalized ad delivery without consent in the Retail domain using Live video streams, facial templates, purchase history, demographic profiles.


A deployer deploys Rule‑based routine planner intended for AI that suggests simple bedtime routines based on user‑selected sleep goals in the Health & wellness domain using User sleep goal, public sleep hygiene tips.


A deployer deploys Rule‑based lighting advisor intended for AI that suggests simple indoor lighting setups based on room size entered by the user in the Home improvement domain using User room dimensions, public lighting guidelines.


A provider deploys Demand forecasting algorithm intended for System that predicts short‑term demand for public bike‑sharing stations in the Urban Mobility domain using Public bike‑share usage data, weather forecasts, event calendars.


A deployer deploys Forensic DNA reliability AI intended for AI system that evaluates the reliability of forensic DNA evidence in criminal cases in the Law enforcement domain using DNA sample metadata, laboratory quality metrics, chain‑of‑custody logs.


A deployer deploys Rule‑based habit recommender intended for AI that offers simple daily habit suggestions based on user‑selected improvement area in the Personal development domain using User improvement area, public habit‑building tips.


A deployer deploys Rule‑based strategy suggester intended for AI that suggests board game strategies for casual players in the Gaming domain using User game state description, public game rulebooks.


A provider deploys Emergency call classification AI intended for AI system that assists courts in classifying emergency calls and prioritising dispatch of first responders in the Access to and enjoyment of essential private services and essential public services and benefits domain using Call audio, caller location, incident description.


A provider deploys Residential heating safety AI intended for AI safety component for automated gas valve control in residential heating systems, subject to EU gas appliance conformity assessment in the Product safety AI systems domain using Temperature sensors, pressure sensors, user settings.


A provider deploys Template‑based mood‑board generator intended for AI that creates simple visual mood boards from user‑provided colour palettes in the Design domain using User colour palette, public image assets.


A provider deploys Transit demand predictor intended for System that predicts optimal bus frequencies for non‑peak hours to reduce emissions in the Urban Mobility domain using Public ridership data, anonymised ticket sales, weather forecasts.


A provider deploys Template‑based joke generator intended for AI that generates short jokes from user‑provided topics in the Entertainment domain using User topics, public joke corpus.


A provider deploys Time‑series forecasting model intended for Tool that forecasts agricultural yield for small farms to aid planning, not used for insurance underwriting in the Agriculture domain using Open satellite imagery, weather forecasts, anonymised farm production records.


A deployer deploys Event‑based facial data collector intended for Run an event‑management AI that collects attendee facial images from ticket scans to expand a commercial facial‑recognition dataset in the Event services domain using Ticket scan images, attendee names, event location, timestamps.


A deployer deploys Rule‑based flashcard creator intended for AI that offers basic language learning flashcards based on user‑chosen vocabulary in the Education domain using User vocabulary list, public bilingual word lists.


A deployer deploys Rule‑based lighting advisor intended for AI that suggests basic indoor lighting colour temperature settings based on user‑selected mood in the Home improvement domain using User mood, public lighting colour guidelines.


A provider deploys Template‑based GIF generator intended for AI that creates simple animated GIFs from user‑provided short video clips in the Social media domain using User video clip, public animation presets.


A deployer deploys Rule‑based photography guide intended for AI that suggests basic photo composition tips based on user‑selected scene type in the Photography domain using User scene type, public composition rules.


A provider deploys Government recruitment AI intended for AI platform that automates the screening of job applications for a government agency, including bias‑checking in the Employment, workers’ management and access to self‑employment domain using Applicant CVs, questionnaire responses, background checks.


A provider deploys Building fire‑suppression AI intended for AI safety component for automated fire‑suppression systems in high‑rise buildings, subject to EU construction product conformity assessment in the Product safety AI systems domain using Smoke detectors, temperature sensors, building layout data.


A provider deploys Template‑based infographic generator intended for AI that creates basic infographic layouts from user‑provided statistics in the Data visualisation domain using User statistics, public icon sets.


A provider deploys Trade‑union membership inference engine intended for Provide a consumer‑insights platform that groups shoppers by inferred trade‑union membership from facial cues for price discrimination in the Retail domain using In‑store camera images, purchase logs, demographic data, loyalty card ID.


A provider deploys Gas pipeline safety AI intended for AI safety component for autonomous gas pipeline monitoring that detects leaks and initiates shutdown in the Product safety AI systems domain using Pressure sensors, acoustic emission data, temperature readings.


A provider deploys Grid load‑shedding AI intended for AI system that manages the load shedding of an electricity grid during peak demand, acting as a safety component in the Management and operation of critical infrastructure domain using Demand forecasts, generation capacity, real‑time consumption data.


A provider deploys Template‑based description generator intended for AI that generates short product description snippets from user‑provided feature list in the E‑commerce domain using User feature list, public marketing copy.


A deployer deploys Student emotion analytics AI intended for Emotion recognition AI used in online learning platforms to gauge student engagement and adapt content delivery in the Biometrics domain using Webcam video, voice tone, interaction timestamps.


A deployer deploys Doctoral scholarship allocation AI intended for AI that evaluates the suitability of candidates for doctoral scholarships based on research output and academic record in the Education and vocational training domain using Publications, citation counts, grades, demographic data.


A deployer deploys Content generation model intended for AI‑based language learning flashcard generator for learners in the Education domain using Open linguistic corpora, anonymised learner progress data.


A deployer deploys Content generation model intended for AI‑enhanced personal language flashcard generator for vocabulary building in the Education domain using Public lexical databases, anonymised learner progress data.


A provider deploys Template‑based itinerary generator intended for AI that provides simple travel itinerary ideas based on destination and trip length in the Travel domain using User destination and duration, public travel guide data.


A deployer deploys Social security disability AI intended for AI that evaluates eligibility for social security disability benefits based on medical and employment data in the Access to and enjoyment of essential private services and essential public services and benefits domain using Medical reports, employment history, income statements.


A provider deploys Rule‑based scheduler intended for System that predicts optimal cleaning schedules for office spaces based on occupancy patterns in the Facilities Management domain using Anonymised badge‑in data, public building usage statistics.


A deployer deploys Rule‑based flashcard creator intended for AI that suggests basic study flashcards for language vocabulary entered by the user in the Education domain using User word list, public bilingual dictionaries.


A provider deploys Template‑based tagline generator intended for AI that generates short product taglines from user‑provided product description in the Marketing domain using User product description, public marketing copy.