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NYC Office of Technology and Innovation has registered 86 AI systems across 62 organizations

New York City uses artificial intelligence and automated systems across many of the agencies that serve its residents, from housing and benefits to transportation and public safety. As these tools shape decisions that affect people's lives, New Yorkers deserve to understand how they work.

The team at the Office of Technology and Innovation, backed by Local Law 35 of 2022, has done a tremendous job documenting the use of AI systems in the city. This is our contribution, building on their work. It's an independent project and not affiliated with the City of New York.

We ran the Algorithmic Tools Compliance Report's compiled by OTI through an agent skill that translates regulatory documents into plain language, visual AI disclosures. The output is a register of AI and algorithmic systems used by City agencies, made easily shareable, filterable and understandable: what each system does, what risks it poses, who is accountable for it, and what rights and protections apply. Take a look at the register below.

We'd love to hear what you think. Reach us at [email protected].

We're Helpful Places. We steward an open-source standard called Digital Trust for Places & Routines (DTPR) that helps people understand the technology around them, and we build Clarable — a platform that helps governments and organizations publish AI transparency at scale.

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What are these AI systems used for?

The top uses are

How much are humans involved in the decisions and actions of these systems?

How personally identifiable is the data being used?

What risks have been identified for these AI systems?

The top risks are

What kinds of tasks are these AI systems performing?

The most common tasks are

Who has deployed AI systems?

The top deployers are

Which vendors have supplied these AI systems?

The top vendors are
Group by
Showing 86 of 86 systems
Showing 86 of 86 systems
Education & Learning

AI Algebra Teaching Assistant for Students and Teachers

NYC Public Schools (NYCPS)

Human decides Anonymized data
Inform

AI Assistant for City Services and Business Information

Office of Technology and Innovation (OTI)

Autonomous Anonymized data
Inform

AI Assistant for City Staff Productivity and Research

Office of Technology and Innovation (OTI)

Human decides Identifiable data Anonymized data
Inform

AI Assistant for Public Health Staff Queries

Department of Health and Mental Hygiene (DOHMH)

Human decides Identifiable data Anonymized data
Marketing & Personalization

AI Assistant for Social Media Content and Communications

Department of Youth and Community Development (DYCD)

Human decides Anonymized data
Inform

AI Assistant for Workforce and Nonprofit Communications

Mayor's Office

Human decides Identifiable data Anonymized data
Inform

AI Assistant for Youth and Community Program Questions

Department of Youth and Community Development (DYCD)

Autonomous Anonymized data
Inform

AI Chatbot for IT Help Desk Support

NYC Public Schools (NYCPS)

Human decides Anonymized data
Risk Assessment & Triage

AI Risk Scoring for Child Welfare Investigations

Administration for Children's Services (ACS)

Human decides Pseudonymous data
Risk Assessment & Triage

AI Risk Scoring for Child Welfare Prevention Cases

Administration for Children's Services (ACS)

Human decides Anonymized data
Risk Assessment & Triage

AI Risk Scoring for Child Welfare Prevention Services

Administration for Children's Services (ACS)

Human decides Anonymized data
Risk Assessment & Triage

AI Risk Scoring for Child Welfare Prevention Services

Administration for Children's Services (ACS)

Human decides Pseudonymous data
Eligibility & Public Benefits

AI Risk Scoring for Family Homelessness Prevention

Administration for Children's Services (ACS)

Human decides Anonymized data
Risk Assessment & Triage

AI Risk Scoring for Fire Inspection Prioritization

Fire Department (FDNY)

Human decides Anonymized data
Eligibility & Public Benefits

AI Risk Scoring for Homelessness Prevention Services

Department of Social Services (DSS)

Human decides Identifiable data
Risk Assessment & Triage

AI Risk Scoring for Recidivism and Reintegration Services

Department of Correction (DOC)

Human decides Identifiable data
Risk Assessment & Triage

AI Risk Scoring for Tenant Harassment Prevention Outreach

Department of Social Services (DSS)

Human decides Anonymized data
Inform

AI Writing and Research Assistant for NYC Mayor's Offices

Mayor's Office

Human decides Identifiable data Anonymized data
Education & Learning

AI Writing and Teaching Assistant for NYC Public Schools

NYC Public Schools (NYCPS)

Human decides Identifiable data Anonymized data
Safety & Security

AI-Assisted Acoustic Gunshot Detection for Emergency Response

New York Police Department (NYPD)

Human decides Anonymized data
Healthcare

AI-Assisted Bacterial Genome Analysis for Outbreak Detection

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Healthcare

AI-Assisted Bacterial Outbreak Detection via Genome Analysis

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Planning & Decision-making

AI-Assisted Child Welfare Caseload Forecasting for NYC

Administration for Children's Services (ACS)

Human decides Anonymized data
Accessibility

AI-Assisted Closed Captioning for City Television

Mayor's Office

Human decides Identifiable data Anonymized data
Inform

AI-Assisted Community Feedback and Sentiment Analysis

Mayor's Office

Human decides Anonymized data
Inform

AI-Assisted Content Drafting and Translation for Public Affairs

Department of Environmental Protection (DEP)

Human decides Anonymized data
Environmental Health

AI-Assisted COVID-19 Variant Detection in Wastewater

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Safety & Security

AI-Assisted Crime Pattern Detection for NYPD Analysts

New York Police Department (NYPD)

Human decides Identifiable data Anonymized data
Healthcare

AI-Assisted DNA Basecalling for Genomic Surveillance

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Planning & Decision-making

AI-Assisted Drafting of City Agencies Reference Dataset

Office of Technology and Innovation (OTI)

Human decides Anonymized data
Inform

AI-Assisted Duplicate Health Record Matching

Department of Health and Mental Hygiene (DOHMH)

Human decides Identifiable data Anonymized data
Eligibility & Public Benefits

AI-Assisted Educator Performance Scoring from Student Growth

New York City Public Schools

Human executes Identifiable data
Safety & Security

AI-Assisted EMS Unit Dispatch Routing for NYC

Fire Department (FDNY)

Human executes Anonymized data
Enforcement

AI-Assisted Facial Recognition for Arson Investigations

Fire Department (FDNY)

Human decides Identifiable data
Safety & Security

AI-Assisted Facial Recognition for Criminal Investigations

New York Police Department (NYPD)

Human decides Identifiable data
Enforcement

AI-Assisted Facial Recognition for Fraud Investigations

Department of Investigation (DOI)

Human decides Identifiable data
Risk Assessment & Triage

AI-Assisted Foodborne Illness Detection from Social Media

Department of Health and Mental Hygiene (DOHMH)

Human decides Identifiable data
Enforcement

AI-Assisted Forensic DNA Mixture Interpretation

Office of Chief Medical Examiner (OCME)

Human decides Identifiable data Pseudonymous data
Research & Development

AI-Assisted Genome Assembly for Pathogen Surveillance

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Environmental Health

AI-Assisted Genomic Alignment for Wastewater COVID-19 Surveillance

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Healthcare

AI-Assisted Genomic Phylogenetic Analysis for Outbreak Detection

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Healthcare

AI-Assisted Genomic Sequence Alignment for Disease Surveillance

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Environmental Health

AI-Assisted Genomic Sequence Alignment for Disease Surveillance

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Research & Development

AI-Assisted Genomic Sequence Alignment for Public Health

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Healthcare

AI-Assisted Genomic Variant Detection for Public Health

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Marketing & Personalization

AI-Assisted Graphic Design for City Communications

Mayor's Office

Human decides Anonymized data
Arts & Culture

AI-Assisted Graphic Design for Voter Engagement Materials

Campaign Finance Board (CFB)

Human decides Anonymized data
Safety & Security

AI-Assisted Hospital Routing for Emergency Medical Services

Fire Department (FDNY)

Human decides Anonymized data
Inform

AI-Assisted Image Editing for City Media

Mayor's Office

Human decides Identifiable data Anonymized data
Healthcare

AI-Assisted Immunization Evaluation and Vaccine Forecasting

Department of Health and Mental Hygiene (DOHMH)

Human decides Identifiable data
Eligibility & Public Benefits

AI-Assisted Language Interpreter Allocation for Poll Sites

NYC Civic Engagement Commission

Human decides Anonymized data
Inform

AI-Assisted Live Captioning and Transcription for Public Hearings

Mayor's Office

Autonomous Identifiable data
Risk Assessment & Triage

AI-Assisted Medicaid Lien Identification for Injury Cases

Department of Social Services (DSS)

Human decides Identifiable data
Inform

AI-Assisted Meeting Transcription for Staff

Mayor's Office

Human decides Identifiable data
Inform

AI-Assisted Meeting Transcription for Vendor Trainings

Mayor's Office of Contract Services (MOCS)

Autonomous Identifiable data
Healthcare

AI-Assisted Pathogen Cluster Analysis for Disease Surveillance

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Inform

AI-Assisted Photo and Graphic Editing for Communications

Department of Youth and Community Development (DYCD)

Human decides Anonymized data
Inform

AI-Assisted Photo-to-Service Request Matching for 311

Office of Technology and Innovation (OTI)

Human decides Anonymized data
Inform

AI-Assisted Plain Language Simplification for Emergency Preparedness

NYC Emergency Management (NYCEM)

Human decides Anonymized data
Eligibility & Public Benefits

AI-Assisted Random Selection for Citizen Budget Panels

NYC Civic Engagement Commission

Human decides Pseudonymous data
Eligibility & Public Benefits

AI-Assisted Resident Outreach List Building for Social Services

Department of Social Services (DSS)

Human decides Identifiable data
Eligibility & Public Benefits

AI-Assisted Resident Outreach List Generation for Social Services

Department of Social Services (DSS)

Human decides Identifiable data
Healthcare

AI-Assisted SARS-CoV-2 Variant Classification for Public Health

Department of Health and Mental Hygiene (DOHMH)

Human decides Anonymized data
Planning & Decision-making

AI-Assisted Summarization of Community Planning Input

Department of City Planning (DCP)

Human decides Anonymized data
Employment & Work

AI-Assisted Teacher and Principal Performance Scoring

NYC Public Schools (NYCPS)

Human decides Anonymized data Pseudonymous data
Mobility

AI-Assisted Traffic Signal Control for Midtown Manhattan

Department of Transportation (DOT)

Human decides Anonymized data
Inform

AI-Assisted Transcription of Mayoral Remarks

Mayor's Office

Human decides Anonymized data
Planning & Decision-making

AI-Assisted Two-Year Jail Population Forecast

Department of Correction (DOC)

Human decides Anonymized data
Enforcement

AI-Assisted Vehicle Noise Detection and Plate Reading

Department of Environmental Protection (DEP)

Human decides Identifiable data
Inform

AI-Assisted Video Captioning and Editing for Community Events

Department of Youth and Community Development (DYCD)

Human decides Identifiable data Anonymized data
Accessibility

AI-Assisted Video Captioning for Social Media

Office of the Comptroller

Human decides Anonymized data
Marketing & Personalization

AI-Assisted Video Clip Selection for Social Media

Department of Youth and Community Development (DYCD)

Human decides Anonymized data
Arts & Culture

AI-Generated Image Creation for Mobile App Icon

Department of Environmental Protection (DEP)

Human decides Anonymized data
Accessibility

AI-Powered Automatic Captions for Public Meetings

Campaign Finance Board (CFB)

Autonomous Identifiable data
Fire & Emergency

AI-Powered Brush Fire Detection for NYC Parks

Fire Department (FDNY)

Human decides Anonymized data
Safety & Security

AI-Powered Cybersecurity Threat Detection for City Infrastructure

Department of Environmental Protection (DEP)

Human decides Pseudonymous data
Safety & Security

AI-Powered Flood Detection for NYC Streets

Department of Environmental Protection (DEP)

Autonomous Anonymized data
Accessibility

AI-Powered Live Captioning for Public Meetings

Office of Technology and Innovation (OTI)

Autonomous Identifiable data
Accessibility

AI-Powered Live Closed Captioning for Public Broadcasts

Mayor's Office

Autonomous Identifiable data Anonymized data
Translation & Language Access

AI-Powered Multilingual Translation for 311 Services

Office of Technology and Innovation (OTI)

Human decides Anonymized data
Safety & Security

AI-Powered Real-Time Object Detection for Public Safety

Office of Technology and Innovation (OTI)

Human decides Identifiable data
Eligibility & Public Benefits

AI-Powered School Admissions Matching for NYC Families

NYC Public Schools (NYCPS)

Human executes Identifiable data
Translation & Language Access

AI-Powered Website Translation for Limited English Speakers

Office of the Comptroller

Autonomous Identifiable data Anonymized data
Translation & Language Access

AI-Powered Website Translation for NYC Residents

Office of Technology and Innovation (OTI)

Autonomous Anonymized data
Education & Learning

AI-Predicted High School Acceptance Chances for Students

NYC Public Schools (NYCPS)

Human decides Identifiable data
Translation & Language Access

Real-Time Language Translation for People in Custody

Department of Correction (DOC)

Human decides Anonymized data