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
Passenger Security Assessment Model DHS-2389 · CBP	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Cargo Security Assessment Model DHS-2390 · CBP	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Illicit Trade DHS-2391 · CBP	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Developed in-house
ERNIE DHS-315 · CBP	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Contract and in-house
Traveler Entity Resolution DHS-80 · CBP	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Hurricane Score DHS-2408 · ICE	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Developed in-house
Credential Authentication Technology with Camera System (CAT-2) and AutoCAT (CAT-2 in an e-gate form factor) DHS-327 · TSA	DHS	Deployed	High-impact	Transportation	Classical / predictive ML	Purchased from vendor
PreCheck Touchless Identity Solution DHS-345 · TSA	DHS	Deployed	High-impact	Transportation	Classical / predictive ML	Contract and in-house
Text Analytics Data Science Sentence Similarity Model DHS-130 · USCIS	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Contract and in-house
Person-Centric Identity Services Deduplication Model DHS-55 · USCIS	DHS	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Contract and 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
Global food-and-water security-support analysis data (GFSAD) project [2024 INV#WO0000000107073] DOI-0095 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Frog vocalization recognition from digital recordings DOI-0092 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Patterns in the Landscape – Analyses of Cause and Effect DOI-0090 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Submersed Aquatic Vegetation Vulnerability Evaluation Application (SAVVEA) DOI-0081 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine learning in remote sensing-based wildfire and natural resource risk assessments DOI-0072 · USGS	DOI	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Telemetry Analysis Learning Algorithm (TALA) DOI-0070 · USGS	DOI	Deployed	Not high-impact	Other	Classical / predictive ML	Developed in-house
LANDFIRE DOI-0069 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Intelligent Medical Language Analysis Generation (IMAGEN) R3096 · Chief Information Officer, Disability Information Systems	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Developed in-house
Pre-Effectuation Review (PER) / Targeted Denial Review (TDR) Models R3100 · Chief Information Officer, Analytics and Improvements	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Developed in-house
Continuing Disability Review Model R3101 · Chief Information Officer, Analytics and Improvements	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Developed in-house
Social Security Income (SSI) Redetermination Model R3102 · Chief Information Officer, Analytics and Improvements	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Developed in-house
Proactive Triage and Analysis of Hearings (PATH) R3103 · Chief Information Officer, Analytics and Improvements	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Developed in-house
Quick Disability Determinations Model R3104 · Law and Policy, Disability Policy	SSA	Deployed	High-impact	Government Benefits Processing	Classical / predictive ML	Purchased from vendor
ServiceNow Classification Prediction DOE-563 · LANL - Los Alamos National Lab (LAFO)	DOE	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
Invoice Scanning System DOE-632 · RL - Hanford - Richland Operations Office - Hanford (EM)	DOE	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Developed in-house
ServiceNow Cluster Analysis DOE-637 · LANL - Los Alamos National Lab (LAFO)	DOE	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
ServiceNow Similarity Analysis DOE-643 · LANL - Los Alamos National Lab (LAFO)	DOE	Deployed	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
Deep Learning based image segmentation [2024 INV#WO0000000107975] DOI-0175 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Reducing elevation error in coastal wetland digital elevation models DOI-0088 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Developing land cover maps for barrier islands using satellite imagery DOI-0087 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Invasive Carp Harvest Predictive Model DOI-0061 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Automated identification of ducks from hunter-submitted photos using deep learning models DOI-0074 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Pathogen identification in salmon DOI-0071 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Email, Document, and Composing AI Editor SBA-23 · OCPL: Office of Communications & Public Liaison	SBA	Pilot	Not high-impact	Service Delivery	Classical / predictive ML	Purchased from vendor
Predictive AIOps SBA-31 · OCIO: Office of the Chief Information Officer	SBA	Pre-deployment	Not high-impact	Information Technology	Classical / predictive ML	Purchased from vendor
Data-driven approaches to filling missing time-series data within the San Francisco Bay-Delta [2024 INV#WO0000000107683; INV#WO0000000107488] DOI-0174 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine Learning based shoreline detection and sea ice dynamics using coastal cameras [2024 INV#WO0000000108008] DOI-0166 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Tsunami Hazard Analysis [2024 INV#WO0000000108470] DOI-0165 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Determining the resource potential of critical minerals in seafloor massive sulfide deposits [2024 INV#WO0000000109311] DOI-0163 · USGS	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed in-house
Feature extraction and characterization for update of The National Map DOI-0131 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Supervised learning for phycocyanin estimation from Sentinel-2 MSI in inland waters with independent validation DOI-0130 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
[Un]supervised clustering of [non-]earthquake signals commonly recorded on regional seismic networks DOI-0121 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Inference of PFAS precursor compositions DOI-0110 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Detecting and tracking reed canarygrass (Phalaris arundinacea) invasion in the Upper Mississippi River floodplain using remote sensing and artifial intelegence. DOI-0085 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
PFAS model of soils in the northeast DOI-0076 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
PFAS Groundwater Model DOI-0078 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Water Time-Series Record Automation Framework development DOI-0036 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
GovCon Match SBA-17 · OCIO: Office of the Chief Information Officer	SBA	Retired	Not high-impact	Service Delivery	Classical / predictive ML	Developed in-house