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.

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Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Person-Centric Identity Services Deduplication Model DHS-55 · USCIS	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Contract and in-house
The Advanced Trade Analytics Platform (ATAP) DHS-101 · CBP	DHS	Deployed	Presumed high-impact, determined not	International Affairs	Classical / predictive ML	Contract and in-house
Entity Resolution DHS-24 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Autonomous Surveillance Tower DHS-35 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Purchased from vendor
Automated Item of Interest Detection DHS-37 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Aircraft Landing Location Predictor (KESTREL) DHS-65 · CBP	DHS	Deployed	Presumed high-impact, determined not	Transportation	Classical / predictive ML	Purchased from vendor
Passport Anomaly Model DHS-81 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Developed in-house
Agriculture Commodity Model (AGC) DHS-86 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Developed in-house
Trade Entity Risk Model DHS-95 · CBP	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Developed in-house
Investigative Prioritization Aggregator DHS-125 · ICE	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Entity Resolution for Global Trade Data DHS-2547 · ICE	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Purchased from vendor
Blockchain Analysis DHS-2575 · ICE	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Purchased from vendor
User and Entity Behavior Analytics (UEBA) DHS-2434 · MGMT	DHS	Deployed	Presumed high-impact, determined not	Administrative Functions	Classical / predictive ML	Purchased from vendor
Biometrics Enrollment Tool (BET) Fingerprint Quality Check DHS-14 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Automated Name and Date of Birth (DOB) Harvesting Service DHS-180 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Service Delivery	Classical / predictive ML	Contract and in-house
User Entity and Behavior Analytics (UEBA) for Security Operations (SecOps) Anomaly Identification DHS-372 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Cybersecurity	Classical / predictive ML	Contract and in-house
Person-Centric Identity Services Information Compilation Check DHS-56 · USCIS	DHS	Deployed	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Contract and in-house
Cyber Threat Analysis (Recorded Future) DHS-399 · CBP	DHS	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Purchased from vendor
Empty Container Detection Model (Cargo Insights Team) DHS-68 · CBP	DHS	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Cargo Classification Tool DHS-94 · CBP	DHS	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Critical Infrastructure Network Anomaly Detection DHS-106 · CISA	DHS	Deployed	Not high-impact	Cybersecurity	Classical / predictive ML	Developed in-house
Public Assistance Workload Projections DHS-2720 · FEMA	DHS	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Individual Assistance (IA) Predictive Models for Program Quantities DHS-2722 · FEMA	DHS	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
AI Assisted Compromise Email Detector (AACED) DHS-2424 · ICE	DHS	Deployed	Not high-impact	Cybersecurity	Classical / predictive ML	Developed in-house
Cybersecurity Threat Management, Detection, and Response DHS-2426 · ICE	DHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Purchased from vendor
Normalization Services DHS-P1 · ICE	DHS	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Contract and in-house
AdaptiveMFA DHS-419 · MGMT	DHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Contract and in-house
Airport Throughput Predictive Model DHS-2432 · TSA	DHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
Adaptive Risk Model for Inspected Small Passenger Vessels DHS-178 · USCG	DHS	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
ELIS Evidence Classifier Service DHS-16 · USCIS	DHS	Deployed	Not high-impact	Service Delivery	Classical / predictive ML	Contract and in-house
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
Machine Learning Data Validation NCUA_E&I-01 · NCUA\|E&I	NCUA	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Developed in-house
Supervisory Stress Testing NCUA_ONES-02 · NCUA\|ONES	NCUA	Deployed	High-impact	Procurement and Financial Management	Classical / predictive ML	Developed in-house
Automated Walrus Haulout Monitoring [2024 INV#WO0000000110052] DOI-0247 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
PAWSC Ecotoxicology PFAS Machine Learning [2024 INV#WO0000000112908] DOI-0238 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Delineating sub-surface drainage using satellite imagery [2024 INV#WO0000000109525] DOI-0230 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Oil Spill Response for Ice-Covered Rivers [2024 INV#WO0000000109142] DOI-0208 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Pacific Northwest Stream Flow Permanence [2024 INV#WO0000000109137] DOI-0207 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Climate Futures for Lizards and Snakes in Western North America [2024 INV#WO0000000109092] DOI-0201 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Using Machine Learning in USGS StreamStats to make suspended sediment and bedload predictions [2024 INV#WO0000000107977] DOI-0176 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Rangeland Condition Monitoring Assessment and Projection (RCMAP) [2024 INV#WO0000000107126] DOI-0171 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
use of random forest for species distribution modeling DOI-0161 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
PRObability of Streamflow PERmanence (PROSPER models) [2024 INV#WO0000000109074] DOI-0156 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine Learning for automatic fracture mapping and rock identification [2024 INV#WO0000000109499] DOI-0155 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house