text,label
Our client wants to deploy a smart thermostat learning a household's temperature preferences over time.,minimal_risk
"A startup is building an AI tool that drafts email replies which customer-service staff review, edit and send themselves.",minimal_risk
Proposed use case: a smart speaker that identifies itself by name as an AI assistant when a user first sets it up.,limited_risk
Our client wants to deploy a control system for a municipal water treatment plant's safety-critical valves and monitoring.,high_risk
We're planning to build a bank's AI system calculating a loan applicant's credit score to approve or reject a mortgage.,high_risk
Proposed use case: an AI phone agent that books GP appointments by talking with patients who call the surgery.,limited_risk
"Our client wants to deploy a website's help widget clearly labelled 'AI Assistant' at the top of the chat window, answering visitor questions.",limited_risk
Our client wants to deploy a fintech app establishing a personal creditworthiness score used to set someone's borrowing limit.,high_risk
A startup is building an AI tool enhancing a blurry CCTV image so a human investigator can examine it more clearly.,minimal_risk
We are developing a personal photo app auto-tagging holiday pictures with generic labels like 'beach' or 'mountains'.,minimal_risk
"A retailer running a legal targeted-advertising campaign based on browsing history, using ordinary marketing persuasion.",minimal_risk
An HR start-up's CV-ranking tool built on a third-party general-purpose model accessed through an API.,high_risk
A system that detects recently arrived migrants in a precarious economic situation and steers them toward disadvantageous contract terms that cause them serious financial harm.,prohibited
A startup is building an AI phone agent that books GP appointments by talking with patients who call the surgery.,limited_risk
We're planning to build software grading student exams and quizzes that count toward a final course evaluation.,high_risk
We are developing a voice bot that answers a utility company's customer calls and resolves meter-reading questions.,limited_risk
"A startup is building software monitoring which bills an elected official has sponsored, for public transparency reporting.",minimal_risk
"A startup is building an AI tool prioritising social-housing applicants by income, household size and urgency.",high_risk
A fintech app establishing a personal creditworthiness score used to set someone's borrowing limit.,high_risk
Our client wants to deploy a private security firm's tool labelling named individuals as 'high crime risk' from personality-test results alone.,prohibited
We're planning to build an in-car voice assistant that holds spoken conversations with the driver about navigation and settings.,limited_risk
"Our client wants to deploy a physical rehabilitation app adjusting exercise difficulty based on patient progress, under a doctor's supervision.",minimal_risk
We are developing a banking app's AI assistant that answers account questions in a live chat with customers.,limited_risk
Our client wants to deploy an AI tool allocating law-firm case work to associates based on a score built from billing hours and responsiveness.,high_risk
We are developing software categorising conference attendees by inferred demographic traits based on facial biometric data.,high_risk
"A stadium entry-gate system checking a visitor's face against their own ticket to confirm identity, not to search a watchlist.",minimal_risk
We're planning to build software generating draft small-claims rulings from structured case data and standard legal templates.,high_risk
A startup is building an image-compression tool automatically resizing product photos before upload.,minimal_risk
A startup is building an AI safety component managing gas-supply pressure regulation for a district heating network.,high_risk
"Software predicting which neighbourhood and time window has elevated burglary risk, without linking to a specific person.",minimal_risk
We're planning to build law-enforcement software analysing physiological signals as a lie-detection aid during questioning.,high_risk
A system inferring shoppers' age bracket and likely income group from biometric scans for retail analytics.,high_risk
"A startup is building a border-control AI system used to identify individuals during migration processing, beyond simple travel-document checks.",high_risk
Our client wants to deploy a messaging bot that creates intimate fake images of classmates or colleagues from their profile pictures.,prohibited
Proposed use case: a retail analytics tool inferring shoppers' political leanings from facial biometric scans in-store.,prohibited
Proposed use case: a brain-computer interface product that uses subliminal audio cues to push users toward a specific financial choice.,prohibited
Software computing an individual security or health risk flag during visa processing for named applicants.,high_risk
We are developing software estimating shipping costs based on package weight and distance.,minimal_risk
We're planning to build software used by law enforcement to flag which persons are statistically likely to become crime victims.,high_risk
"A company harvesting profile pictures from across the internet, untargeted, to train and grow a face-matching product.",prohibited
"We are developing a company harvesting profile pictures from across the internet, untargeted, to train and grow a face-matching product.",prohibited
A startup is building AI collision detection on a collaborative robot that halts the arm before it strikes a nearby worker.,high_risk
We're planning to build a recruitment tool inferring candidates' religious beliefs from headshot photos to pass to hiring managers.,prohibited
An AI learning assistant whose end-of-unit reports on student progress are used by teachers to set final grades.,high_risk
"Proposed use case: software checking that a visa application form has all required fields filled in, without assessing its content.",minimal_risk
We are developing a vending machine using biometric age estimation to decide whether to sell an age-restricted product.,high_risk
We are developing an online store suggesting related products based on a shopper's own past purchases on that same store.,minimal_risk
Our client wants to deploy a police-used tool predicting which specific individuals are at risk of becoming victims of trafficking.,high_risk
Proposed use case: law-enforcement software profiling individuals during the detection phase of an ongoing criminal case.,high_risk
We are developing software allocating limited home-care hours among elderly applicants based on need.,high_risk
"A startup is building an AI tool organising incoming CVs into a searchable internal database for recruiters, without scoring or ranking them.",minimal_risk
We are developing an AI system recognising heavy objects on a vulnerable bridge to prevent structural collapse.,high_risk
A grammar checker suggesting edits in a word processor.,minimal_risk
"Our client wants to deploy software verifying that a passport's chip and security features are genuine, unrelated to detecting people.",minimal_risk
Proposed use case: software rewriting caseworkers' already-decided benefit letters in plain language without changing the decision.,minimal_risk
Software assigning primary-school children to specific classes or streams based on an automated assessment.,high_risk
Our client wants to deploy an AI learning assistant whose end-of-unit reports on student progress are used by teachers to set final grades.,high_risk
Our client wants to deploy an employer scoring staff using unrelated personal social behaviour to deny internal transfer requests disproportionately.,prohibited
An AI system producing a per-traveller risk score from travel history and watch-list matches for border referral.,high_risk
A startup is building a farm-management tool predicting optimal irrigation timing from soil-moisture sensors.,minimal_risk
Our client wants to deploy software evaluating coding-bootcamp learners' project submissions to determine their final certification outcome.,high_risk
A startup is building a court-assistance tool helping a judge research relevant case law and apply it to the facts of a pending case.,high_risk
Our client wants to deploy an app that scans a person's face to infer their likely religious affiliation for targeted advertising.,prohibited
A startup is building a tool that checks teachers' already-completed exam grading for inconsistencies and sends flagged papers back to the teacher for review.,minimal_risk
"A startup is building software checking that a visa application form has all required fields filled in, without assessing its content.",minimal_risk
A startup is building a car safety system detecting driver drowsiness or eye closure to trigger an alert and prevent accidents.,minimal_risk
"We're planning to build a company harvesting profile pictures from across the internet, untargeted, to train and grow a face-matching product.",prohibited
Software using flicker rates below conscious perception embedded in an ad to drive impulse buying that causes viewers significant financial harm.,prohibited
"Proposed use case: a retail store using AI to infer shoppers' mood from in-store cameras, disclosed via a sign at the entrance.",high_risk
We're planning to build an AI tool comparing footage from a private security camera against a database to identify a suspect seen on the recording.,high_risk
"We are developing a tool helping a loan applicant understand and fill out a credit application form, separate from the scoring itself.",minimal_risk
We are developing an AI tool assessing the authenticity and consistency of an asylum applicant's documents and personal narrative.,high_risk
Proposed use case: an AI system managing traffic-signal timing across a city's road network as a core safety function.,high_risk
Proposed use case: an AI system classifying 112 emergency calls by urgency and routing responders using natural language processing.,high_risk
Proposed use case: an AI tool enhancing a blurry CCTV image so a human investigator can examine it more clearly.,minimal_risk
A startup is building an AI tool allocating law-firm case work to associates based on a score built from billing hours and responsiveness.,high_risk
"A museum recreating a historical figure's voice with AI for an exhibition audio guide, labelled as synthetic.",limited_risk
"We're planning to build software predicting which neighbourhood and time window has elevated burglary risk, without linking to a specific person.",minimal_risk
A remote-work monitoring tool reading employees' facial expressions during video calls to report 'engagement scores' to managers.,prohibited
Our client wants to deploy an AI system managing traffic-signal timing across a city's road network as a core safety function.,high_risk
We're planning to build a data broker continuously scraping millions of public Instagram photos to expand a commercial facial-recognition dataset.,prohibited
We're planning to build an AI tool used to decide employee promotions from automated productivity scoring alone.,high_risk
We're planning to build a spam filter sorting unwanted emails out of a company inbox.,minimal_risk
"Our client wants to deploy a museum recreating a historical figure's voice with AI for an exhibition audio guide, labelled as synthetic.",limited_risk
Proposed use case: law-enforcement software analysing physiological signals as a lie-detection aid during questioning.,high_risk
Proposed use case: software scheduling campaign rallies and assigning volunteers to shifts for a political party.,minimal_risk
We are developing an AI tool enhancing a blurry CCTV image so a human investigator can examine it more clearly.,minimal_risk
We are developing software matching CCTV facial images from a stadium incident against a database to identify offenders after the fact.,high_risk
A court-assistance tool helping a judge research relevant case law and apply it to the facts of a pending case.,high_risk
"A startup is building an AI tool forecasting electricity demand for grid capacity planning, separate from any safety control system.",minimal_risk
An AI system that phones customers to remind them of unpaid invoices and discusses payment dates with them.,limited_risk
We're planning to build a parole-support tool combining verified criminal record data with a caseworker's assessment to estimate reoffending risk.,high_risk
Proposed use case: an AI tool used to decide employee promotions from automated productivity scoring alone.,high_risk
"Our client wants to deploy software flagging unusual transaction patterns that may indicate money laundering, based only on amounts and timing, not personal profiles.",minimal_risk
"We are developing a retailer running a legal targeted-advertising campaign based on browsing history, using ordinary marketing persuasion.",minimal_risk
An automated essay-grading system that decides whether a student passes or fails a course.,high_risk
Proposed use case: an SMS bot that replies to tenants' maintenance requests and arranges repair visits in conversation.,limited_risk
Proposed use case: a language-learning app giving instant feedback on exercises that don't count toward any certification.,minimal_risk
We are developing a grammar checker suggesting edits in a word processor.,minimal_risk
"An AI tool that drafts email replies which customer-service staff review, edit and send themselves.",minimal_risk
A startup is building a startup scraping public social media photos at scale to build a facial recognition database without the people's knowledge or consent.,prohibited
A startup is building a retailer's customer-support chatbot built on top of a third-party general-purpose model's API.,limited_risk
"Our client wants to deploy an airport's live facial recognition scanning every traveller in real time for general security monitoring, no judicial authorisation.",high_risk
Our client wants to deploy an app that uses flashing subliminal visual cues below conscious perception to push users into repeated purchases that leave many of them in serious debt.,prohibited
Our client wants to deploy software rewriting caseworkers' already-decided benefit letters in plain language without changing the decision.,minimal_risk
We're planning to build software used by prosecutors to automatically evaluate witness statement reliability in an active case.,high_risk
"We're planning to build an insurer's AI reviewing life-insurance applications using age, health status and lifestyle to decide terms.",high_risk
A startup is building a music app recommending the next song based on listening history.,minimal_risk
Our client wants to deploy software supporting a probation officer's parole recommendation by evaluating criminal record and behaviour.,high_risk
We are developing a voiceprint-matching system identifying speakers by comparing recordings against a database of known individuals.,high_risk
A startup is building a brain-computer interface product that uses subliminal audio cues to push users toward a specific financial choice.,prohibited
We are developing a video-editing tool generating a synthetic video of a spokesperson delivering a scripted ad.,limited_risk
We're planning to build a system categorising job applicants' trade union sympathies by analysing their facial biometric data from video interviews.,prohibited
A startup is building an automated tool determining eligibility for subsidised healthcare enrollment.,high_risk
We're planning to build a banking app's AI assistant that answers account questions in a live chat with customers.,limited_risk
We're planning to build an AI component controlling the safety valves of pressure equipment in a chemical plant.,high_risk
We are developing software cross-referencing databases to generate a decision on an individual's eligibility for social benefits.,high_risk
"We are developing software predicting which neighbourhood and time window has elevated burglary risk, without linking to a specific person.",minimal_risk
We are developing a benefits-office tool described as data preparation that profiles applicants' spending behaviour to pre-sort applications for caseworkers.,high_risk
We're planning to build an AI system classifying 112 emergency calls by urgency and routing responders using natural language processing.,high_risk
Our client wants to deploy a polygraph-style AI tool used during a police interrogation to assess truthfulness.,high_risk
"A startup is building a plagiarism checker comparing submitted homework against a database of existing text, done after submission.",minimal_risk
"Our client wants to deploy a border-control AI system used to identify individuals during migration processing, beyond simple travel-document checks.",high_risk
Our client wants to deploy an app estimating a shopper's age bracket from a photo purely to personalise in-store advertising.,high_risk
An AI assistant drafting a first pass of internal meeting minutes for review.,minimal_risk
A university chatbot answering prospective students' questions about admission requirements and deadlines.,limited_risk
A startup is building an automated essay-grading system that decides whether a student passes or fails a course.,high_risk
Proposed use case: a music app recommending the next song based on listening history.,minimal_risk
Proposed use case: an AI-based smartphone unlock feature using the owner's own face to authenticate.,minimal_risk
We're planning to build software assigning primary-school children to specific classes or streams based on an automated assessment.,high_risk
A startup is building an asylum agency's AI tool assisting officials in examining the eligibility of asylum applications.,high_risk
A voice assistant that uses manipulative conversational tactics designed to wear down an elderly user's resistance until they agree to a costly subscription.,prohibited
We are developing a control system for a municipal water treatment plant's safety-critical valves and monitoring.,high_risk
Our client wants to deploy an AI component controlling the safety valves of pressure equipment in a chemical plant.,high_risk
Our client wants to deploy an online banking app verifying a customer's identity via facial scan to let them log in.,minimal_risk
We're planning to build a car safety system detecting driver drowsiness or eye closure to trigger an alert and prevent accidents.,minimal_risk
"We're planning to build an app recommending university programmes to a student based on their own stated interests, with no role in admissions.",minimal_risk
We're planning to build an employer scoring staff using unrelated personal social behaviour to deny internal transfer requests disproportionately.,prohibited
"We are developing software recommending which government office should review a benefits application, without assessing the application itself.",minimal_risk
A shift-scheduling AI that ranks warehouse workers by performance and allocates the best shifts accordingly.,high_risk
Our client wants to deploy software allocating limited home-care hours among elderly applicants based on need.,high_risk
We are developing an AI-based safety system in a passenger lift that controls emergency braking.,high_risk
A startup is building an AI system on a surveillance tower flagging human presence near a land border to trigger patrol dispatch.,high_risk
A startup is building a system categorising job applicants' trade union sympathies by analysing their facial biometric data from video interviews.,prohibited
"We are developing software predicting which city blocks have higher burglary rates, without assessing risk to any named individual.",minimal_risk
"Our client wants to deploy software verifying a job applicant's professional licence number against an official registry, output is just confirmed/not-confirmed.",minimal_risk
"A startup is building a tool assigning a 'future offender' risk label to a named person based purely on inferred personality traits, with no verifiable facts.",prohibited
We are developing a service that uses AI to turn ordinary photos of real children into sexual imagery.,prohibited
Our client wants to deploy an AI tool assessing the authenticity and consistency of an asylum applicant's documents and personal narrative.,high_risk
We're planning to build an app that turns an uploaded photo of any woman into a realistic nude image without her consent.,prohibited
A school hallway camera system flagging bullying incidents outside of any testing context.,minimal_risk
"We are developing a system that flags a named individual as a likely future shoplifter based only on their personality profile, with no history of offences.",prohibited
We are developing an AI system deciding whether an applicant qualifies for unemployment benefits and in what amount.,high_risk
We're planning to build software deciding which employees are selected for layoffs based on an automated performance model.,high_risk
Proposed use case: an AI tool ranking self-employed service providers on a platform to decide who gets shown to consumers.,high_risk
"We are developing a call-centre tool detecting customer frustration from voice tone to route calls, outside any workplace/education context.",high_risk
A startup is building a tool assessing the credibility of witness statements by checking internal consistency against verified facts.,high_risk
"Proposed use case: software assisting a judge's sentencing decision using documented case facts alongside a risk score, not personality alone.",high_risk
Our client wants to deploy a shopping mall's live facial recognition system feeding continuous passer-by identification to police with no judicial authorisation.,prohibited
A startup is building a parole-support tool combining verified criminal record data with a caseworker's assessment to estimate reoffending risk.,high_risk
We're planning to build a tool that checks teachers' already-completed exam grading for inconsistencies and sends flagged papers back to the teacher for review.,minimal_risk
Our client wants to deploy an AI system producing a numerical creditworthiness score used to decide on a consumer loan or mortgage.,high_risk
We are developing AI collision detection on a collaborative robot that halts the arm before it strikes a nearby worker.,high_risk
Our client wants to deploy an AI system recognising heavy objects on a vulnerable bridge to prevent structural collapse.,high_risk
We're planning to build AI software assisting an arbitration panel in interpreting contract law for a dispute resolution.,high_risk
Software predicting a risk group's expected annual medical cost to set the health-insurance premium.,high_risk
"Proposed use case: a reoffending-risk model used by a parole board to help decide early release, based on more than just profiling.",high_risk
We're planning to build an AI-based safety system in a passenger lift that controls emergency braking.,high_risk
A startup is building AI-based digital forensics software detecting whether CCTV footage submitted as evidence has been altered.,high_risk
Our client wants to deploy a personal photo app auto-tagging holiday pictures with generic labels like 'beach' or 'mountains'.,minimal_risk
Our client wants to deploy a tool that checks teachers' already-completed exam grading for inconsistencies and sends flagged papers back to the teacher for review.,minimal_risk
We're planning to build a language-learning app giving instant feedback on exercises that don't count toward any certification.,minimal_risk
"A startup is building software verifying that a passport's chip and security features are genuine, unrelated to detecting people.",minimal_risk
A startup is building a marketing tool de-duplicating a mailing list before a newsletter send.,minimal_risk
A data broker continuously scraping millions of public Instagram photos to expand a commercial facial-recognition dataset.,prohibited
"We're planning to build a museum recreating a historical figure's voice with AI for an exhibition audio guide, labelled as synthetic.",limited_risk
A startup is building a cloud provider's load-balancer distributing traffic across internal servers.,minimal_risk
We're planning to build predictive maintenance software forecasting when a factory machine needs servicing from vibration sensors.,minimal_risk
We are developing an obviously labelled AI-generated satirical video of a named local politician singing a silly song.,limited_risk
We are developing a call-taker assistant that listens for signs of a life-threatening emergency and helps classify call severity.,high_risk
We are developing software optimising delivery-truck routes to reduce fuel use.,minimal_risk
We are developing an internal dictation tool that turns employees' spoken notes into text documents.,minimal_risk
Proposed use case: an online store suggesting related products based on a shopper's own past purchases on that same store.,minimal_risk
"Proposed use case: AI that tunes a robot arm's movement paths to shorten cycle times, with no role in stopping or protecting workers.",minimal_risk
We are developing law-enforcement software profiling individuals during the detection phase of an ongoing criminal case.,high_risk
Proposed use case: software computing an individual security or health risk flag during visa processing for named applicants.,high_risk
We're planning to build a school hallway camera system flagging bullying incidents outside of any testing context.,minimal_risk
We are developing an app that turns an uploaded photo of any woman into a realistic nude image without her consent.,prohibited
We are developing a fintech app establishing a personal creditworthiness score used to set someone's borrowing limit.,high_risk
An AI-based smartphone unlock feature using the owner's own face to authenticate.,minimal_risk
We're planning to build software predicting a risk group's expected annual medical cost to set the health-insurance premium.,high_risk
A startup is building a tool generating placeholder text for a website design mockup.,minimal_risk
We are developing a spam filter sorting unwanted emails out of a company inbox.,minimal_risk
We're planning to build a polygraph-style AI tool used during a police interrogation to assess truthfulness.,high_risk
We're planning to build an admissions algorithm deciding which applicants get into a university's engineering programme.,high_risk
Our client wants to deploy a language-learning app giving instant feedback on exercises that don't count toward any certification.,minimal_risk
Our client wants to deploy a VR headset app using imperceptible visual stimuli to steer a user's in-game purchase decisions without their awareness.,prohibited
We are developing an AI system estimating how many people are waiting at an airport gate to balance queue lanes.,minimal_risk
We're planning to build AI diagnostic software assessing skin lesions for melanoma that requires notified-body certification as a medical device.,high_risk
"We are developing an AI tool organising incoming CVs into a searchable internal database for recruiters, without scoring or ranking them.",minimal_risk
We're planning to build software rewriting caseworkers' already-decided benefit letters in plain language without changing the decision.,minimal_risk
"Proposed use case: a system that flags a named individual as a likely future shoplifter based only on their personality profile, with no history of offences.",prohibited
A startup is building software scheduling campaign rallies and assigning volunteers to shifts for a political party.,minimal_risk
A startup is building a closed-loop insulin pump algorithm automatically adjusting insulin doses from continuous glucose readings.,high_risk
We are developing AI diagnostic software assessing skin lesions for melanoma that requires notified-body certification as a medical device.,high_risk
A smart speaker that identifies itself by name as an AI assistant when a user first sets it up.,limited_risk
"We're planning to build software that transcribes a GP surgery's phone calls into text for staff notes, without talking to callers.",minimal_risk
Our client wants to deploy a 'preparatory' tool that profiles candidates' behavioural tendencies to sort them into buckets recruiters then work through in order.,high_risk
A startup is building an AI pressure sensor embedded in a drinking-water distribution monitoring system.,high_risk
We are developing a tool producing realistic sexually explicit clips of a named local politician for posting on anonymous accounts.,prohibited
An AI tool allocating law-firm case work to associates based on a score built from billing hours and responsiveness.,high_risk
Our client wants to deploy an age-verification system estimating a user's age bracket from a selfie to restrict access to age-rated content.,high_risk
"We're planning to build an airport's live facial recognition scanning every traveller in real time for general security monitoring, no judicial authorisation.",high_risk
"Proposed use case: software predicting which city blocks have higher burglary rates, without assessing risk to any named individual.",minimal_risk
"Proposed use case: a tool assigning a 'future offender' risk label to a named person based purely on inferred personality traits, with no verifiable facts.",prohibited
Our client wants to deploy an AI tool comparing footage from a private security camera against a database to identify a suspect seen on the recording.,high_risk
A startup is building a vision system that instantly stops an industrial press when an operator's hand enters the danger zone.,high_risk
We are developing an AI tool matching apprenticeship applicants to available vocational training slots based on qualifications.,high_risk
"Proposed use case: an automated tool flagging known child-sexual-abuse-material files online for removal, without assessing evidentiary reliability.",minimal_risk
"A marketing team A/B testing ad headlines to see which one converts better, using normal legitimate techniques.",minimal_risk
We're planning to build an image model marketed on a forum specifically for producing child sexual abuse material.,prohibited
Our client wants to deploy a warehouse system forecasting next month's demand for a product line.,minimal_risk
"A startup is building software ranking neighbourhood residents by predicted criminality using only inferred psychological traits, no factual record.",prohibited
"We are developing a reoffending-risk model used by a parole board to help decide early release, based on more than just profiling.",high_risk
Our client wants to deploy AI-based digital forensics software detecting whether CCTV footage submitted as evidence has been altered.,high_risk
Our client wants to deploy software predicting which specific person in a neighbourhood is most likely to commit burglary based solely on demographic profiling.,prohibited
A landlord-screening platform combining tenants' social media posts and unrelated purchase history to deny housing applications.,prohibited
A VR headset app using imperceptible visual stimuli to steer a user's in-game purchase decisions without their awareness.,prohibited
A startup is building an online banking app verifying a customer's identity via facial scan to let them log in.,minimal_risk
Our client wants to deploy an automated system determining scholarship eligibility based on an applicant's financial situation.,high_risk
We're planning to build a local news site auto-publishing AI-written articles about public interest topics with no editorial review.,limited_risk
We're planning to build a vision system that instantly stops an industrial press when an operator's hand enters the danger zone.,high_risk
We're planning to build an AI system producing a per-traveller risk score from travel history and watch-list matches for border referral.,high_risk
Our client wants to deploy a grammar checker suggesting edits in a word processor.,minimal_risk
A vision system that instantly stops an industrial press when an operator's hand enters the danger zone.,high_risk
"Our client wants to deploy a call-centre tool detecting customer frustration from voice tone to route calls, outside any workplace/education context.",high_risk
Our client wants to deploy an AI safety component managing gas-supply pressure regulation for a district heating network.,high_risk
Our client wants to deploy an HR start-up's CV-ranking tool built on a third-party general-purpose model accessed through an API.,high_risk
We are developing a code-completion tool suggesting the next line while a developer writes software.,minimal_risk
We're planning to build an AI agent that answers customers' emails on its own and sends the replies without staff review.,limited_risk
We are developing an AI safety function on an agricultural machine that stops the blades when a person is detected nearby.,high_risk
A startup is building an internal dictation tool that turns employees' spoken notes into text documents.,minimal_risk
Our client wants to deploy predictive maintenance software forecasting when a factory machine needs servicing from vibration sensors.,minimal_risk
"Proposed use case: an AI tool prioritising social-housing applicants by income, household size and urgency.",high_risk
We're planning to build an obviously labelled AI-generated satirical video of a named local politician singing a silly song.,limited_risk
We are developing an AI system classifying 112 emergency calls by urgency and routing responders using natural language processing.,high_risk
Proposed use case: an AI component controlling the safety valves of pressure equipment in a chemical plant.,high_risk
We're planning to build a benefits-office tool described as data preparation that profiles applicants' spending behaviour to pre-sort applications for caseworkers.,high_risk
An immigration system assessing the security risk posed by a person applying to enter the country.,high_risk
We are developing a 911/112 dispatch system that automatically prioritises which emergency calls get a first responder sent first.,high_risk
A service that uses AI to turn ordinary photos of real children into sexual imagery.,prohibited
Our client wants to deploy software used by a public agency to decide whether to revoke someone's disability support payments.,high_risk
We're planning to build software using flicker rates below conscious perception embedded in an ad to drive impulse buying that causes viewers significant financial harm.,prohibited
A tool assessing the credibility of witness statements by checking internal consistency against verified facts.,high_risk
"Our client wants to deploy an app recommending university programmes to a student based on their own stated interests, with no role in admissions.",minimal_risk
A startup is building live facial recognition at a border checkpoint comparing travellers against biometric watchlists in real time.,high_risk
"Our client wants to deploy a charity using an AI-generated realistic video of its founder, with his consent, to deliver an annual message.",limited_risk
We are developing an app that scans a person's face to infer their likely religious affiliation for targeted advertising.,prohibited
Our client wants to deploy a benefits-office tool described as data preparation that profiles applicants' spending behaviour to pre-sort applications for caseworkers.,high_risk
We're planning to build a chatbot trained to deceptively impersonate a trusted friend's writing style to talk someone into a financial decision against their interest.,prohibited
A parole-support tool combining verified criminal record data with a caseworker's assessment to estimate reoffending risk.,high_risk
We are developing an employer scoring staff using unrelated personal social behaviour to deny internal transfer requests disproportionately.,prohibited
We're planning to build an automated tool determining eligibility for subsidised healthcare enrollment.,high_risk
A startup is building software categorising conference attendees by inferred demographic traits based on facial biometric data.,high_risk
"Proposed use case: software recommending which government office should review a benefits application, without assessing the application itself.",minimal_risk
"A startup is building a charity using an AI-generated realistic video of its founder, with his consent, to deliver an annual message.",limited_risk
Our client wants to deploy an AI tool matching apprenticeship applicants to available vocational training slots based on qualifications.,high_risk
We're planning to build software scheduling campaign rallies and assigning volunteers to shifts for a political party.,minimal_risk
We're planning to build an AI tool scheduling maintenance for hospital imaging machines based on usage logs.,minimal_risk
We are developing a marketing tool de-duplicating a mailing list before a newsletter send.,minimal_risk
An automated system determining scholarship eligibility based on an applicant's financial situation.,high_risk
Our client wants to deploy a voter-advice app recommending which party or candidate best matches a person's stated political views.,high_risk
Proposed use case: a system assigning daily task loads to warehouse workers based on automated behavioural profiling.,high_risk
Our client wants to deploy a service that identifies unnamed individuals in old CCTV recordings by matching their faces to a reference database.,high_risk
We are developing an AI learning assistant whose end-of-unit reports on student progress are used by teachers to set final grades.,high_risk
Our client wants to deploy a tool producing realistic sexually explicit clips of a named local politician for posting on anonymous accounts.,prohibited
Our client wants to deploy image-generation software producing photorealistic product renders used in an online catalogue.,limited_risk
Our client wants to deploy a tool for matching a person's face after the fact against a security-camera watchlist to identify them from footage.,high_risk
A startup is building an app that scans a person's face to infer their likely religious affiliation for targeted advertising.,prohibited
Our client wants to deploy a recruitment tool inferring candidates' religious beliefs from headshot photos to pass to hiring managers.,prohibited
We are developing software flagging potential typos in a document before publishing.,minimal_risk
"We're planning to build a plagiarism checker comparing submitted homework against a database of existing text, done after submission.",minimal_risk
Proposed use case: a messaging bot that creates intimate fake images of classmates or colleagues from their profile pictures.,prohibited
We're planning to build a closed-loop insulin pump algorithm automatically adjusting insulin doses from continuous glucose readings.,high_risk
We're planning to build an immigration system assessing the security risk posed by a person applying to enter the country.,high_risk
We are developing a university exam-monitoring tool that reads students' facial emotions during tests to flag 'suspicious' emotional states.,prohibited
Our client wants to deploy a system categorising job applicants' trade union sympathies by analysing their facial biometric data from video interviews.,prohibited
A startup is building a customer-support chatbot on an e-commerce site answering questions directly with shoppers.,limited_risk
Proposed use case: software cross-referencing databases to generate a decision on an individual's eligibility for social benefits.,high_risk
We are developing a cloud provider's load-balancer distributing traffic across internal servers.,minimal_risk
"A startup is building a reoffending-risk model used by a parole board to help decide early release, based on more than just profiling.",high_risk
A startup is building software generating draft small-claims rulings from structured case data and standard legal templates.,high_risk
Proposed use case: a car safety system detecting driver drowsiness or eye closure to trigger an alert and prevent accidents.,minimal_risk
We are developing an image-compression tool automatically resizing product photos before upload.,minimal_risk
A startup is building a voter-advice app recommending which party or candidate best matches a person's stated political views.,high_risk
Our client wants to deploy software generating a synthetic voiceover that sounds like a real professional narrator for an audiobook.,limited_risk
We're planning to build a WhatsApp assistant that answers a pharmacy's customers about opening hours and prescription pick-up.,limited_risk
"Our client wants to deploy a game with dark-pattern AI that manipulates a player's emotional state to maximise in-game purchases, leading many players to spend far beyond their means and run up significant debt.",prohibited
We're planning to build software analysing online posts' sentiment and networks to flag users as potential extremist-affiliated persons.,high_risk
We're planning to build a tool generating placeholder text for a website design mockup.,minimal_risk
A startup is building an admissions algorithm deciding which applicants get into a university's engineering programme.,high_risk
Our client wants to deploy software used by law enforcement to flag which persons are statistically likely to become crime victims.,high_risk
We're planning to build software cross-referencing databases to generate a decision on an individual's eligibility for social benefits.,high_risk
"Proposed use case: a retailer running a legal targeted-advertising campaign based on browsing history, using ordinary marketing persuasion.",minimal_risk
Proposed use case: a system that detects recently arrived migrants in a precarious economic situation and steers them toward disadvantageous contract terms that cause them serious financial harm.,prohibited
We're planning to build software evaluating coding-bootcamp learners' project submissions to determine their final certification outcome.,high_risk
Proposed use case: a warehouse system forecasting next month's demand for a product line.,minimal_risk
Proposed use case: software grading student exams and quizzes that count toward a final course evaluation.,high_risk
"Our client wants to deploy a plagiarism checker comparing submitted homework against a database of existing text, done after submission.",minimal_risk
Our client wants to deploy an AI system on a surveillance tower flagging human presence near a land border to trigger patrol dispatch.,high_risk
We are developing a university chatbot answering prospective students' questions about admission requirements and deadlines.,limited_risk
Proposed use case: a voice assistant that uses manipulative conversational tactics designed to wear down an elderly user's resistance until they agree to a costly subscription.,prohibited
A marketing team using AI to generate product photos that look like real studio photography.,limited_risk
"Our client wants to deploy a pronunciation-practice tool giving students feedback on their accent, not used by teachers to grade them.",minimal_risk
We're planning to build an internal ticket-routing tool sorting IT support requests by category.,minimal_risk
"A startup is building software that transcribes a GP surgery's phone calls into text for staff notes, without talking to callers.",minimal_risk
An AI system deciding whether an applicant qualifies for unemployment benefits and in what amount.,high_risk
A startup is building an online store suggesting related products based on a shopper's own past purchases on that same store.,minimal_risk
Proposed use case: a 911/112 dispatch system that automatically prioritises which emergency calls get a first responder sent first.,high_risk
An app that identifies users with cognitive disabilities and adjusts its interface to make them more likely to accept unfavourable terms.,prohibited
Proposed use case: a service that uses AI to turn ordinary photos of real children into sexual imagery.,prohibited
"A startup is building software assisting a judge's sentencing decision using documented case facts alongside a risk score, not personality alone.",high_risk
We're planning to build a university chatbot answering prospective students' questions about admission requirements and deadlines.,limited_risk
Proposed use case: an app estimating a shopper's age bracket from a photo purely to personalise in-store advertising.,high_risk
We're planning to build a VR headset app using imperceptible visual stimuli to steer a user's in-game purchase decisions without their awareness.,prohibited
We're planning to build an AI safety component managing gas-supply pressure regulation for a district heating network.,high_risk
Proposed use case: software matching CCTV facial images from a stadium incident against a database to identify offenders after the fact.,high_risk
We are developing software supporting a probation officer's parole recommendation by evaluating criminal record and behaviour.,high_risk
"AI that tunes a robot arm's movement paths to shorten cycle times, with no role in stopping or protecting workers.",minimal_risk
"We're planning to build a retail store using AI to infer shoppers' mood from in-store cameras, disclosed via a sign at the entrance.",high_risk
"We're planning to build a tool assigning a 'future offender' risk label to a named person based purely on inferred personality traits, with no verifiable facts.",prohibited
Our client wants to deploy a remote-work monitoring tool reading employees' facial expressions during video calls to report 'engagement scores' to managers.,prohibited
Proposed use case: a university exam-monitoring tool that reads students' facial emotions during tests to flag 'suspicious' emotional states.,prohibited
A startup is building a city government running live facial recognition across all town-centre CCTV cameras to identify any passer-by for general policing.,prohibited
We are developing an SMS bot that replies to tenants' maintenance requests and arranges repair visits in conversation.,limited_risk
"A startup is building a pronunciation-practice tool giving students feedback on their accent, not used by teachers to grade them.",minimal_risk
We are developing an airline's chatbot handling flight-change requests in direct conversation with passengers.,limited_risk
"We're planning to build a website's help widget clearly labelled 'AI Assistant' at the top of the chat window, answering visitor questions.",limited_risk
We're planning to build a voiceprint-matching system identifying speakers by comparing recordings against a database of known individuals.,high_risk
"Our client wants to deploy predictive-maintenance software flagging infrastructure components likely to need servicing soon, as one precaution among several.",minimal_risk
A recruitment tool inferring candidates' religious beliefs from headshot photos to pass to hiring managers.,prohibited
Our client wants to deploy a talking AI avatar at a museum kiosk that answers visitors' questions about the exhibits.,limited_risk
Our client wants to deploy an AI tool scheduling maintenance for hospital imaging machines based on usage logs.,minimal_risk
"Our client wants to deploy a lecture-hall camera system inferring student boredom levels for a professor's dashboard, unrelated to any safety concern.",prohibited
"A startup is building an outreach tool proactively identifying people who might benefit from preventive healthcare, without deciding eligibility.",minimal_risk
A transit authority scanning every commuter's face in real time against a general watchlist for routine law enforcement purposes.,prohibited
A code-completion tool suggesting the next line while a developer writes software.,minimal_risk
"Our client wants to deploy an AI system detecting diabetic retinopathy from eye images, certified as a medical device through a notified body.",high_risk
"Proposed use case: an ad-tech platform using standard persuasive copywriting techniques to encourage purchases, fully compliant with consumer law.",minimal_risk
Our client wants to deploy an asylum agency's AI tool assisting officials in examining the eligibility of asylum applications.,high_risk
"Software flagging unusual transaction patterns that may indicate money laundering, based only on amounts and timing, not personal profiles.",minimal_risk
Proposed use case: a city government running live facial recognition across all town-centre CCTV cameras to identify any passer-by for general policing.,prohibited
We are developing maritime AI tracking and detecting persons for border-control interception operations.,high_risk
Our client wants to deploy a smart speaker that identifies itself by name as an AI assistant when a user first sets it up.,limited_risk
Proposed use case: an insurer's AI pricing individual life-insurance premiums based on predicted health risk.,high_risk
"A pronunciation-practice tool giving students feedback on their accent, not used by teachers to grade them.",minimal_risk
"Our client wants to deploy an AI image tool generating fictional fashion models for clothing catalogues, not resembling any real person.",limited_risk
Proposed use case: a tool assessing the credibility of witness statements by checking internal consistency against verified facts.,high_risk
"We are developing software checking that a visa application form has all required fields filled in, without assessing its content.",minimal_risk
"A border-control AI system used to identify individuals during migration processing, beyond simple travel-document checks.",high_risk
An AI pressure sensor embedded in a drinking-water distribution monitoring system.,high_risk
"A lecture-hall camera system inferring student boredom levels for a professor's dashboard, unrelated to any safety concern.",prohibited
We're planning to build a talking AI avatar at a museum kiosk that answers visitors' questions about the exhibits.,limited_risk
We are developing a polygraph-style AI tool used during a police interrogation to assess truthfulness.,high_risk
Proposed use case: an airline's chatbot handling flight-change requests in direct conversation with passengers.,limited_risk
A startup is building an HR start-up's CV-ranking tool built on a third-party general-purpose model accessed through an API.,high_risk
Our client wants to deploy an AI phone agent that books GP appointments by talking with patients who call the surgery.,limited_risk
We're planning to build an airline's chatbot handling flight-change requests in direct conversation with passengers.,limited_risk
"We are developing an internal document-search tool a company built on a third-party general-purpose model, used only by its own staff.",minimal_risk
"A startup is building a tool helping a loan applicant understand and fill out a credit application form, separate from the scoring itself.",minimal_risk
We are developing a shift-scheduling AI that ranks warehouse workers by performance and allocates the best shifts accordingly.,high_risk
We're planning to build an SMS bot that replies to tenants' maintenance requests and arranges repair visits in conversation.,limited_risk
We're planning to build software assisting a visa office in assessing the reliability of evidence submitted with a residence-permit application.,high_risk
A startup is building a vending machine using biometric age estimation to decide whether to sell an age-restricted product.,high_risk
"Proposed use case: an AI tool forecasting electricity demand for grid capacity planning, separate from any safety control system.",minimal_risk
We're planning to build a toy that uses AI to exploit small children's trust to pressure them into asking parents to buy in-app add-ons.,prohibited
We are developing an asylum agency's AI tool assisting officials in examining the eligibility of asylum applications.,high_risk
Proposed use case: software used by law enforcement to flag which persons are statistically likely to become crime victims.,high_risk
A startup is building software using flicker rates below conscious perception embedded in an ad to drive impulse buying that causes viewers significant financial harm.,prohibited
An insurer's AI pricing individual life-insurance premiums based on predicted health risk.,high_risk
A marketing tool de-duplicating a mailing list before a newsletter send.,minimal_risk
"We are developing an automated tool flagging known child-sexual-abuse-material files online for removal, without assessing evidentiary reliability.",minimal_risk
A city government running live facial recognition across all town-centre CCTV cameras to identify any passer-by for general policing.,prohibited
A startup is building an AI-based smartphone unlock feature using the owner's own face to authenticate.,minimal_risk
Proposed use case: a local news site auto-publishing AI-written articles about public interest topics with no editorial review.,limited_risk
Our client wants to deploy an AI pressure sensor embedded in a drinking-water distribution monitoring system.,high_risk
A startup is building an AI system managing traffic-signal timing across a city's road network as a core safety function.,high_risk
"A game with dark-pattern AI that manipulates a player's emotional state to maximise in-game purchases, leading many players to spend far beyond their means and run up significant debt.",prohibited
An AI tool ranking self-employed service providers on a platform to decide who gets shown to consumers.,high_risk
We're planning to build maritime AI tracking and detecting persons for border-control interception operations.,high_risk
A startup is building a private security firm's tool labelling named individuals as 'high crime risk' from personality-test results alone.,prohibited
"Our client wants to deploy a job-matching tool that scores and ranks candidates from CVs, generating a 'top 5' shortlist for recruiters.",high_risk
We are developing a WhatsApp assistant that answers a pharmacy's customers about opening hours and prescription pick-up.,limited_risk
"Proposed use case: a marketing team A/B testing ad headlines to see which one converts better, using normal legitimate techniques.",minimal_risk
An in-car voice assistant that holds spoken conversations with the driver about navigation and settings.,limited_risk
"Software predicting which city blocks have higher burglary rates, without assessing risk to any named individual.",minimal_risk
A credit agency's AI scoring tool whose output is shared with third parties to decide on housing or telecom access.,high_risk
We are developing a closed-loop insulin pump algorithm automatically adjusting insulin doses from continuous glucose readings.,high_risk
An AI system recognising heavy objects on a vulnerable bridge to prevent structural collapse.,high_risk
"An office system that reads employees' facial expressions to adjust meeting-room lighting, disclosed via posted notice.",prohibited
We are developing software used by prosecutors to automatically evaluate witness statement reliability in an active case.,high_risk
We're planning to build a voice bot that answers a utility company's customer calls and resolves meter-reading questions.,limited_risk
"Software monitoring which bills an elected official has sponsored, for public transparency reporting.",minimal_risk
Software deciding which employees are selected for layoffs based on an automated performance model.,high_risk
An AI tool used to decide employee promotions from automated productivity scoring alone.,high_risk
"We're planning to build an AI system detecting diabetic retinopathy from eye images, certified as a medical device through a notified body.",high_risk
Our client wants to deploy software flagging potential typos in a document before publishing.,minimal_risk
An internal ticket-routing tool sorting IT support requests by category.,minimal_risk
Our client wants to deploy software reviewing photos of installed electricity meters and flagging installation errors for a technician to check.,minimal_risk
We are developing an immigration system assessing the security risk posed by a person applying to enter the country.,high_risk
A startup is building predictive maintenance software forecasting when a factory machine needs servicing from vibration sensors.,minimal_risk
Our client wants to deploy a border agency's polygraph-style AI tool used during traveller interviews at a checkpoint.,high_risk
A startup is building an obviously labelled AI-generated satirical video of a named local politician singing a silly song.,limited_risk
Proposed use case: a startup scraping public social media photos at scale to build a facial recognition database without the people's knowledge or consent.,prohibited
Software categorising conference attendees by inferred demographic traits based on facial biometric data.,high_risk
Proposed use case: image-generation software producing photorealistic product renders used in an online catalogue.,limited_risk
Software estimating shipping costs based on package weight and distance.,minimal_risk
Proposed use case: an app that turns an uploaded photo of any woman into a realistic nude image without her consent.,prohibited
A startup is building an image model marketed on a forum specifically for producing child sexual abuse material.,prohibited
We're planning to build a private security firm's tool labelling named individuals as 'high crime risk' from personality-test results alone.,prohibited
"A startup is building a job-matching tool that scores and ranks candidates from CVs, generating a 'top 5' shortlist for recruiters.",high_risk
A startup is building a chatbot trained to deceptively impersonate a trusted friend's writing style to talk someone into a financial decision against their interest.,prohibited
We're planning to build a tool for matching a person's face after the fact against a security-camera watchlist to identify them from footage.,high_risk
A chatbot trained to deceptively impersonate a trusted friend's writing style to talk someone into a financial decision against their interest.,prohibited
Our client wants to deploy software matching CCTV facial images from a stadium incident against a database to identify offenders after the fact.,high_risk
We're planning to build a smart thermostat learning a household's temperature preferences over time.,minimal_risk
A call-taker assistant that listens for signs of a life-threatening emergency and helps classify call severity.,high_risk
We are developing an AI system that phones customers to remind them of unpaid invoices and discusses payment dates with them.,limited_risk
We're planning to build a landlord-screening platform combining tenants' social media posts and unrelated purchase history to deny housing applications.,prohibited
Our client wants to deploy a government system automatically deciding eligibility for unemployment benefit applications.,high_risk
"Our client wants to deploy software that transcribes a GP surgery's phone calls into text for staff notes, without talking to callers.",minimal_risk
A startup is building software reviewing photos of installed electricity meters and flagging installation errors for a technician to check.,minimal_risk
Proposed use case: a WhatsApp assistant that answers a pharmacy's customers about opening hours and prescription pick-up.,limited_risk
"Proposed use case: an outreach tool proactively identifying people who might benefit from preventive healthcare, without deciding eligibility.",minimal_risk
Our client wants to deploy a brain-computer interface product that uses subliminal audio cues to push users toward a specific financial choice.,prohibited
"Proposed use case: a website offering 'undress' filters that remove clothing from photos of real, identifiable people.",prohibited
Proposed use case: a government system automatically deciding eligibility for unemployment benefit applications.,high_risk
Our client wants to deploy law-enforcement software analysing physiological signals as a lie-detection aid during questioning.,high_risk
We are developing software deciding which employees are selected for layoffs based on an automated performance model.,high_risk
Proposed use case: software predicting which specific person in a neighbourhood is most likely to commit burglary based solely on demographic profiling.,prohibited
Our client wants to deploy an AI system deciding whether an applicant qualifies for unemployment benefits and in what amount.,high_risk
A startup is building image-generation software producing photorealistic product renders used in an online catalogue.,limited_risk
Proposed use case: a spam filter sorting unwanted emails out of a company inbox.,minimal_risk
AI-based digital forensics software detecting whether CCTV footage submitted as evidence has been altered.,high_risk
Our client wants to deploy an AI system that phones customers to remind them of unpaid invoices and discusses payment dates with them.,limited_risk
We are developing an app that uses flashing subliminal visual cues below conscious perception to push users into repeated purchases that leave many of them in serious debt.,prohibited
Proposed use case: a credit agency's AI scoring tool whose output is shared with third parties to decide on housing or telecom access.,high_risk
Our client wants to deploy an insurer's AI pricing individual life-insurance premiums based on predicted health risk.,high_risk
Our client wants to deploy software estimating shipping costs based on package weight and distance.,minimal_risk
"We're planning to build an outreach tool proactively identifying people who might benefit from preventive healthcare, without deciding eligibility.",minimal_risk
Our client wants to deploy AI collision detection on a collaborative robot that halts the arm before it strikes a nearby worker.,high_risk
We are developing an in-car voice assistant that holds spoken conversations with the driver about navigation and settings.,limited_risk
A startup is building a voiceprint-matching system identifying speakers by comparing recordings against a database of known individuals.,high_risk
We are developing an age-verification system estimating a user's age bracket from a selfie to restrict access to age-rated content.,high_risk
We're planning to build a retailer's customer-support chatbot built on top of a third-party general-purpose model's API.,limited_risk
We are developing software generating a synthetic voiceover that sounds like a real professional narrator for an audiobook.,limited_risk
Proposed use case: a bank's AI system calculating a loan applicant's credit score to approve or reject a mortgage.,high_risk
"Proposed use case: an AI system detecting diabetic retinopathy from eye images, certified as a medical device through a notified body.",high_risk
"We're planning to build an AI tool prioritising social-housing applicants by income, household size and urgency.",high_risk
"A website offering 'undress' filters that remove clothing from photos of real, identifiable people.",prohibited
A warehouse system forecasting next month's demand for a product line.,minimal_risk
Proposed use case: an AI system producing a numerical creditworthiness score used to decide on a consumer loan or mortgage.,high_risk
"A startup is building an office system that reads employees' facial expressions to adjust meeting-room lighting, disclosed via posted notice.",prohibited
A toy that uses AI to exploit small children's trust to pressure them into asking parents to buy in-app add-ons.,prohibited
"Our client wants to deploy software recommending which government office should review a benefits application, without assessing the application itself.",minimal_risk
A startup is building an app that uses flashing subliminal visual cues below conscious perception to push users into repeated purchases that leave many of them in serious debt.,prohibited
"A startup is building an AI image tool generating fictional fashion models for clothing catalogues, not resembling any real person.",limited_risk
"We are developing an insurer's AI reviewing life-insurance applications using age, health status and lifestyle to decide terms.",high_risk
A system assigning daily task loads to warehouse workers based on automated behavioural profiling.,high_risk
Our client wants to deploy a startup scraping public social media photos at scale to build a facial recognition database without the people's knowledge or consent.,prohibited
Software analysing online posts' sentiment and networks to flag users as potential extremist-affiliated persons.,high_risk
We are developing an AI tool comparing footage from a private security camera against a database to identify a suspect seen on the recording.,high_risk
A police-used tool predicting which specific individuals are at risk of becoming victims of trafficking.,high_risk
A startup is building an AI assistant drafting a first pass of internal meeting minutes for review.,minimal_risk
"A startup is building a lecture-hall camera system inferring student boredom levels for a professor's dashboard, unrelated to any safety concern.",prohibited
"We're planning to build an automated tool flagging known child-sexual-abuse-material files online for removal, without assessing evidentiary reliability.",minimal_risk
Proposed use case: an automated system determining scholarship eligibility based on an applicant's financial situation.,high_risk
Our client wants to deploy a retail analytics tool inferring shoppers' political leanings from facial biometric scans in-store.,prohibited
We're planning to build a voice assistant that uses manipulative conversational tactics designed to wear down an elderly user's resistance until they agree to a costly subscription.,prohibited
Proposed use case: a personal photo app auto-tagging holiday pictures with generic labels like 'beach' or 'mountains'.,minimal_risk
Our client wants to deploy an AI system estimating how many people are waiting at an airport gate to balance queue lanes.,minimal_risk
We're planning to build a music app recommending the next song based on listening history.,minimal_risk
Proposed use case: a marketing team using AI to generate product photos that look like real studio photography.,limited_risk
Proposed use case: software used by a public agency to decide whether to revoke someone's disability support payments.,high_risk
A smart thermostat learning a household's temperature preferences over time.,minimal_risk
"A startup is building an app recommending university programmes to a student based on their own stated interests, with no role in admissions.",minimal_risk
We are developing a government system automatically deciding eligibility for unemployment benefit applications.,high_risk
Our client wants to deploy a voice bot that answers a utility company's customer calls and resolves meter-reading questions.,limited_risk
"Software verifying a job applicant's professional licence number against an official registry, output is just confirmed/not-confirmed.",minimal_risk
We're planning to build a farm-management tool predicting optimal irrigation timing from soil-moisture sensors.,minimal_risk
A startup is building a bank's AI system calculating a loan applicant's credit score to approve or reject a mortgage.,high_risk
We're planning to build a so-called administrative pre-screen that builds a personality and reliability profile of each job applicant from their online presence before recruiters see them.,high_risk
"We're planning to build a charity using an AI-generated realistic video of its founder, with his consent, to deliver an annual message.",limited_risk
Proposed use case: a police-used tool predicting which specific individuals are at risk of becoming victims of trafficking.,high_risk
We're planning to build a marketing team using AI to generate product photos that look like real studio photography.,limited_risk
"We are developing an office system that reads employees' facial expressions to adjust meeting-room lighting, disclosed via posted notice.",prohibited
"Our client wants to deploy a website offering 'undress' filters that remove clothing from photos of real, identifiable people.",prohibited
"A startup is building an ad-tech platform using standard persuasive copywriting techniques to encourage purchases, fully compliant with consumer law.",minimal_risk
We are developing software computing an individual security or health risk flag during visa processing for named applicants.,high_risk
A customer-support chatbot on an e-commerce site answering questions directly with shoppers.,limited_risk
Our client wants to deploy a data broker continuously scraping millions of public Instagram photos to expand a commercial facial-recognition dataset.,prohibited
We are developing an AI assistant drafting a first pass of internal meeting minutes for review.,minimal_risk
We are developing a local news site auto-publishing AI-written articles about public interest topics with no editorial review.,limited_risk
"A startup is building AI that tunes a robot arm's movement paths to shorten cycle times, with no role in stopping or protecting workers.",minimal_risk
A startup is building AI software assisting an arbitration panel in interpreting contract law for a dispute resolution.,high_risk
"A startup is building customer segmentation software analysing spending patterns for marketing, with no role in creditworthiness assessment.",minimal_risk
We are developing a farm-management tool predicting optimal irrigation timing from soil-moisture sensors.,minimal_risk
Proposed use case: software generating draft small-claims rulings from structured case data and standard legal templates.,high_risk
We're planning to build a system that detects recently arrived migrants in a precarious economic situation and steers them toward disadvantageous contract terms that cause them serious financial harm.,prohibited
We're planning to build software reviewing photos of installed electricity meters and flagging installation errors for a technician to check.,minimal_risk
"Proposed use case: an internal document-search tool a company built on a third-party general-purpose model, used only by its own staff.",minimal_risk
"We're planning to build an AI tool forecasting electricity demand for grid capacity planning, separate from any safety control system.",minimal_risk
We are developing an app estimating a shopper's age bracket from a photo purely to personalise in-store advertising.,high_risk
An image model marketed on a forum specifically for producing child sexual abuse material.,prohibited
Proposed use case: an app that identifies users with cognitive disabilities and adjusts its interface to make them more likely to accept unfavourable terms.,prohibited
Software evaluating coding-bootcamp learners' project submissions to determine their final certification outcome.,high_risk
Our client wants to deploy an AI system producing a per-traveller risk score from travel history and watch-list matches for border referral.,high_risk
"Proposed use case: software flagging unusual transaction patterns that may indicate money laundering, based only on amounts and timing, not personal profiles.",minimal_risk
A startup is building an AI tool matching apprenticeship applicants to available vocational training slots based on qualifications.,high_risk
"Proposed use case: customer segmentation software analysing spending patterns for marketing, with no role in creditworthiness assessment.",minimal_risk
We are developing an automated essay-grading system that decides whether a student passes or fails a course.,high_risk
"Proposed use case: a stadium entry-gate system checking a visitor's face against their own ticket to confirm identity, not to search a watchlist.",minimal_risk
We are developing an AI system producing a numerical creditworthiness score used to decide on a consumer loan or mortgage.,high_risk
We are developing a remote-work monitoring tool reading employees' facial expressions during video calls to report 'engagement scores' to managers.,prohibited
We are developing a 'preparatory' tool that profiles candidates' behavioural tendencies to sort them into buckets recruiters then work through in order.,high_risk
A startup is building a banking app's AI assistant that answers account questions in a live chat with customers.,limited_risk
Proposed use case: a cloud provider's load-balancer distributing traffic across internal servers.,minimal_risk
A startup is building maritime AI tracking and detecting persons for border-control interception operations.,high_risk
We are developing a messaging bot that creates intimate fake images of classmates or colleagues from their profile pictures.,prohibited
Software assisting a visa office in assessing the reliability of evidence submitted with a residence-permit application.,high_risk
A startup is building software used by prosecutors to automatically evaluate witness statement reliability in an active case.,high_risk
Proposed use case: a retailer's customer-support chatbot built on top of a third-party general-purpose model's API.,limited_risk
A startup is building a credit agency's AI scoring tool whose output is shared with third parties to decide on housing or telecom access.,high_risk
We're planning to build a retail analytics tool inferring shoppers' political leanings from facial biometric scans in-store.,prohibited
Proposed use case: a toy that uses AI to exploit small children's trust to pressure them into asking parents to buy in-app add-ons.,prohibited
"We are developing a stadium entry-gate system checking a visitor's face against their own ticket to confirm identity, not to search a watchlist.",minimal_risk
We are developing software assigning primary-school children to specific classes or streams based on an automated assessment.,high_risk
"Our client wants to deploy an AI tool organising incoming CVs into a searchable internal database for recruiters, without scoring or ranking them.",minimal_risk
Proposed use case: a video-editing tool generating a synthetic video of a spokesperson delivering a scripted ad.,limited_risk
A startup is building software allocating limited home-care hours among elderly applicants based on need.,high_risk
Our client wants to deploy a system assigning daily task loads to warehouse workers based on automated behavioural profiling.,high_risk
An AI system on a surveillance tower flagging human presence near a land border to trigger patrol dispatch.,high_risk
We're planning to build a transit authority scanning every commuter's face in real time against a general watchlist for routine law enforcement purposes.,prohibited
"We are developing a physical rehabilitation app adjusting exercise difficulty based on patient progress, under a doctor's supervision.",minimal_risk
"We are developing software ranking neighbourhood residents by predicted criminality using only inferred psychological traits, no factual record.",prohibited
"Proposed use case: a call-centre tool detecting customer frustration from voice tone to route calls, outside any workplace/education context.",high_risk
"Proposed use case: software ranking neighbourhood residents by predicted criminality using only inferred psychological traits, no factual record.",prohibited
Our client wants to deploy a call-taker assistant that listens for signs of a life-threatening emergency and helps classify call severity.,high_risk
Our client wants to deploy AI diagnostic software assessing skin lesions for melanoma that requires notified-body certification as a medical device.,high_risk
Proposed use case: an AI agent that answers customers' emails on its own and sends the replies without staff review.,limited_risk
"An airport's live facial recognition scanning every traveller in real time for general security monitoring, no judicial authorisation.",high_risk
Proposed use case: a system inferring shoppers' age bracket and likely income group from biometric scans for retail analytics.,high_risk
A startup is building a border agency's polygraph-style AI tool used during traveller interviews at a checkpoint.,high_risk
A startup is building a code-completion tool suggesting the next line while a developer writes software.,minimal_risk
A startup is building a system that identifies elderly users showing signs of confusion and increases pressure tactics in a sales call script accordingly.,prohibited
We are developing an online banking app verifying a customer's identity via facial scan to let them log in.,minimal_risk
A startup is building a video-editing tool generating a synthetic video of a spokesperson delivering a scripted ad.,limited_risk
A tool producing realistic sexually explicit clips of a named local politician for posting on anonymous accounts.,prohibited
Our client wants to deploy a school hallway camera system flagging bullying incidents outside of any testing context.,minimal_risk
An automated tool determining eligibility for subsidised healthcare enrollment.,high_risk
"We're planning to build a physical rehabilitation app adjusting exercise difficulty based on patient progress, under a doctor's supervision.",minimal_risk
We are developing a customer-support chatbot on an e-commerce site answering questions directly with shoppers.,limited_risk
A streaming service recommending shows based only on a user's own viewing history on that same service.,minimal_risk
Our client wants to deploy an image-compression tool automatically resizing product photos before upload.,minimal_risk
"Predictive-maintenance software flagging infrastructure components likely to need servicing soon, as one precaution among several.",minimal_risk
We're planning to build an internal dictation tool that turns employees' spoken notes into text documents.,minimal_risk
Proposed use case: a streaming service recommending shows based only on a user's own viewing history on that same service.,minimal_risk
We're planning to build live facial recognition at a border checkpoint comparing travellers against biometric watchlists in real time.,high_risk
A startup is building software flagging potential typos in a document before publishing.,minimal_risk
Proposed use case: an AI system estimating how many people are waiting at an airport gate to balance queue lanes.,minimal_risk
An AI safety function on an agricultural machine that stops the blades when a person is detected nearby.,high_risk
Our client wants to deploy software grading student exams and quizzes that count toward a final course evaluation.,high_risk
"A website's help widget clearly labelled 'AI Assistant' at the top of the chat window, answering visitor questions.",limited_risk
Software predicting which specific person in a neighbourhood is most likely to commit burglary based solely on demographic profiling.,prohibited
We are developing an admissions algorithm deciding which applicants get into a university's engineering programme.,high_risk
We're planning to build an AI tool ranking self-employed service providers on a platform to decide who gets shown to consumers.,high_risk
"A tool helping a loan applicant understand and fill out a credit application form, separate from the scoring itself.",minimal_risk
A voter-advice app recommending which party or candidate best matches a person's stated political views.,high_risk
Proposed use case: software assisting a visa office in assessing the reliability of evidence submitted with a residence-permit application.,high_risk
Proposed use case: a so-called administrative pre-screen that builds a personality and reliability profile of each job applicant from their online presence before recruiters see them.,high_risk
We are developing a streaming service recommending shows based only on a user's own viewing history on that same service.,minimal_risk
We're planning to build software optimising delivery-truck routes to reduce fuel use.,minimal_risk
"We are developing a marketing team A/B testing ad headlines to see which one converts better, using normal legitimate techniques.",minimal_risk
Proposed use case: a system that identifies elderly users showing signs of confusion and increases pressure tactics in a sales call script accordingly.,prohibited
We are developing AI software assisting an arbitration panel in interpreting contract law for a dispute resolution.,high_risk
We're planning to build a court-assistance tool helping a judge research relevant case law and apply it to the facts of a pending case.,high_risk
"We're planning to build predictive-maintenance software flagging infrastructure components likely to need servicing soon, as one precaution among several.",minimal_risk
"Our client wants to deploy an ad-tech platform using standard persuasive copywriting techniques to encourage purchases, fully compliant with consumer law.",minimal_risk
Proposed use case: an AI tool assessing the authenticity and consistency of an asylum applicant's documents and personal narrative.,high_risk
Proposed use case: a transit authority scanning every commuter's face in real time against a general watchlist for routine law enforcement purposes.,prohibited
A startup is building a 'preparatory' tool that profiles candidates' behavioural tendencies to sort them into buckets recruiters then work through in order.,high_risk
A startup is building a tool for matching a person's face after the fact against a security-camera watchlist to identify them from footage.,high_risk
"A retail store using AI to infer shoppers' mood from in-store cameras, disclosed via a sign at the entrance.",high_risk
"We're planning to build software assisting a judge's sentencing decision using documented case facts alongside a risk score, not personality alone.",high_risk
A startup is building an AI tool scheduling maintenance for hospital imaging machines based on usage logs.,minimal_risk
"Our client wants to deploy an AI tool that drafts email replies which customer-service staff review, edit and send themselves.",minimal_risk
Proposed use case: an AI safety function on an agricultural machine that stops the blades when a person is detected nearby.,high_risk
An AI agent that answers customers' emails on its own and sends the replies without staff review.,limited_risk
We're planning to build a system that identifies elderly users showing signs of confusion and increases pressure tactics in a sales call script accordingly.,prohibited
A startup is building a university exam-monitoring tool that reads students' facial emotions during tests to flag 'suspicious' emotional states.,prohibited
A startup is building software analysing online posts' sentiment and networks to flag users as potential extremist-affiliated persons.,high_risk
"Proposed use case: a game with dark-pattern AI that manipulates a player's emotional state to maximise in-game purchases, leading many players to spend far beyond their means and run up significant debt.",prohibited
We're planning to build an age-verification system estimating a user's age bracket from a selfie to restrict access to age-rated content.,high_risk
Proposed use case: a border agency's polygraph-style AI tool used during traveller interviews at a checkpoint.,high_risk
Software supporting a probation officer's parole recommendation by evaluating criminal record and behaviour.,high_risk
A startup is building software used by a public agency to decide whether to revoke someone's disability support payments.,high_risk
"We are developing customer segmentation software analysing spending patterns for marketing, with no role in creditworthiness assessment.",minimal_risk
A startup is building a so-called administrative pre-screen that builds a personality and reliability profile of each job applicant from their online presence before recruiters see them.,high_risk
A startup is building a control system for a municipal water treatment plant's safety-critical valves and monitoring.,high_risk
Our client wants to deploy software optimising delivery-truck routes to reduce fuel use.,minimal_risk
"A system that flags a named individual as a likely future shoplifter based only on their personality profile, with no history of offences.",prohibited
Proposed use case: a tool generating placeholder text for a website design mockup.,minimal_risk
A startup is building a service that identifies unnamed individuals in old CCTV recordings by matching their faces to a reference database.,high_risk
"A job-matching tool that scores and ranks candidates from CVs, generating a 'top 5' shortlist for recruiters.",high_risk
Our client wants to deploy a shift-scheduling AI that ranks warehouse workers by performance and allocates the best shifts accordingly.,high_risk
A startup is building a shopping mall's live facial recognition system feeding continuous passer-by identification to police with no judicial authorisation.,prohibited
"We are developing software verifying a job applicant's professional licence number against an official registry, output is just confirmed/not-confirmed.",minimal_risk
We're planning to build software generating a synthetic voiceover that sounds like a real professional narrator for an audiobook.,limited_risk
"An internal document-search tool a company built on a third-party general-purpose model, used only by its own staff.",minimal_risk
Our client wants to deploy a vending machine using biometric age estimation to decide whether to sell an age-restricted product.,high_risk
Our client wants to deploy a landlord-screening platform combining tenants' social media posts and unrelated purchase history to deny housing applications.,prohibited
A startup is building an app that identifies users with cognitive disabilities and adjusts its interface to make them more likely to accept unfavourable terms.,prohibited
Proposed use case: software predicting a risk group's expected annual medical cost to set the health-insurance premium.,high_risk
A shopping mall's live facial recognition system feeding continuous passer-by identification to police with no judicial authorisation.,prohibited
Proposed use case: an internal ticket-routing tool sorting IT support requests by category.,minimal_risk
We are developing a system inferring shoppers' age bracket and likely income group from biometric scans for retail analytics.,high_risk
"We are developing software monitoring which bills an elected official has sponsored, for public transparency reporting.",minimal_risk
Our client wants to deploy law-enforcement software profiling individuals during the detection phase of an ongoing criminal case.,high_risk
Our client wants to deploy an AI-based safety system in a passenger lift that controls emergency braking.,high_risk
A talking AI avatar at a museum kiosk that answers visitors' questions about the exhibits.,limited_risk
A service that identifies unnamed individuals in old CCTV recordings by matching their faces to a reference database.,high_risk
"Proposed use case: an insurer's AI reviewing life-insurance applications using age, health status and lifestyle to decide terms.",high_risk
"Software verifying that a passport's chip and security features are genuine, unrelated to detecting people.",minimal_risk
"An AI image tool generating fictional fashion models for clothing catalogues, not resembling any real person.",limited_risk
Live facial recognition at a border checkpoint comparing travellers against biometric watchlists in real time.,high_risk
Our client wants to deploy a 911/112 dispatch system that automatically prioritises which emergency calls get a first responder sent first.,high_risk