AI use-case explorer

AI use cases

Search and filter every reported use case. Open a record for the agency's full description, governance answers and source provenance.

Export CSV (29)Filtered report

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Streamflow Duration Assessment Modeling 25 · OW	EPA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Microsoft Power Automate (custom document processing model) 35 · OFA	EPA	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
Helpdesk chat assistant for common data system tasks 39 · OFA	EPA	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Contract and in-house
Agency Records Management System 73 · OFA	EPA	Deployed	Not high-impact	Service Delivery	Classical / predictive ML	Contract and in-house
Living Literature Review: Semi-automated Literature Screening 76 · OAR	EPA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Using machine learning methods to analyze drivers of water quality 77 · AO	EPA	Deployed	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed in-house
RCRA PA 78 · OECA	EPA	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Contract and in-house
AI Assistants in Esri Tools 27 · OFA	EPA	Pilot	Not high-impact	Service Delivery	Generative AI	Contract and in-house
Preparation of Brownfields Success Stories 29 · Region 1	EPA	Pilot	Not high-impact	Administrative Functions	Generative AI	Developed in-house
SF182 Form and Policy Assistant 34 · OFA	EPA	Pilot	Not high-impact	Human Resources	Natural language processing	Developed in-house
Summarize and draft response to comments 57 · Region 8	EPA	Pilot	Not high-impact	Administrative Functions	Generative AI	Developed in-house
Document comparison 58 · Region 8	EPA	Pilot	Not high-impact	Administrative Functions	Generative AI	Developed in-house
AI-Enhanced Facility Finder 75 · OECA	EPA	Pilot	Not high-impact	Law Enforcement	Computer vision	Developed in-house
Briefcam 46 · OECA	EPA	Pilot	Presumed high-impact, determined not	Law Enforcement	Computer vision	Not reported
FFEO TSCA investigation into privatized military housing property management companies 43 · OECA	EPA	Pre-deployment	High-impact	Law Enforcement	Classical / predictive ML	Not reported
RelativityOne Gov aiR 56 · OFA	EPA	Pre-deployment	Not high-impact	Service Delivery	Generative AI	Not reported
OPP Document Data Extraction 60 · OCSPP	EPA	Pre-deployment	Not high-impact	Information Technology	Classical / predictive ML	Not reported
AI Rules 66 · OFA	EPA	Pre-deployment	Not high-impact	Administrative Functions	Natural language processing	Not reported
Semantic search of qualitative data 70 · OFA	EPA	Pre-deployment	Not high-impact	Service Delivery	Natural language processing	Not reported
CUI Marking Tool 74 · OFA	EPA	Pre-deployment	Not high-impact	Cybersecurity	Natural language processing	Not reported
CWA PA 79 · OECA	EPA	Pre-deployment	Not high-impact	Law Enforcement	Classical / predictive ML	Not reported
CAA PA 80 · OECA	EPA	Pre-deployment	Not high-impact	Law Enforcement	Classical / predictive ML	Not reported
RMP Risk Modeling 82 · OECA	EPA	Pre-deployment	Not high-impact	Law Enforcement	Classical / predictive ML	Not reported
Energy Star Awards Application Profile Drafting 61 · OAR	EPA	Retired	Not high-impact	Not reported	Not reported	Not reported
Natural Gas Star Videos 62 · OAR	EPA	Retired	Not high-impact	Not reported	Not reported	Not reported
Transitioning historical help desk knowledge to new help desk software 63 · OAR	EPA	Retired	Not high-impact	Not reported	Not reported	Not reported
Emission monitoring program knowledge management system search and summary 64 · OAR	EPA	Retired	Not high-impact	Not reported	Not reported	Not reported
Identifying outliers in reported emissions data 65 · OAR	EPA	Retired	Not high-impact	Not reported	Not reported	Not reported
Predictive Analytics Supporting GHGRP Data Review 67 · OAR	EPA	Retired	Not high-impact	Not reported	Not reported	Not reported