Cross-Agency Discovery · Federal AI Intelligence

Cross-agency discovery

Find use cases in other agencies that describe similar problems, outputs or functions. The engine produces candidates and questions for a human reviewer. It never declares that two systems can be shared.

Three levels are kept apart. Similar use cases and potentially reusable capabilities can be suggested from the inventory. Validated reuse opportunities need evidence the inventory does not hold: technical compatibility, data access, legal authority and operational fit.

Start from a use case

Capability clusters

Operational functions reported by several agencies

DeployedPilotPre-deploymentRetiredNot reported

Summarization · 29 agencies

Summarization
Deployed: 56 (29.2%)Summarization
Pilot: 38 (19.8%)Summarization
Pre-deployment: 81 (42.2%)Summarization
Retired: 5 (2.6%)Summarization
Not reported: 12 (6.3%)

192

Chatbot or virtual assistant · 27 agencies

Chatbot or virtual assistant
Deployed: 65 (29.1%)Chatbot or virtual assistant
Pilot: 37 (16.6%)Chatbot or virtual assistant
Pre-deployment: 98 (43.9%)Chatbot or virtual assistant
Retired: 16 (7.2%)Chatbot or virtual assistant
Not reported: 7 (3.1%)

223

Translation and transcription · 24 agencies

Translation and transcription
Deployed: 60 (40.0%)Translation and transcription
Pilot: 19 (12.7%)Translation and transcription
Pre-deployment: 55 (36.7%)Translation and transcription
Retired: 8 (5.3%)Translation and transcription
Not reported: 8 (5.3%)

150

Software development assistance · 23 agencies

Software development assistance
Deployed: 15 (15.6%)Software development assistance
Pilot: 20 (20.8%)Software development assistance
Pre-deployment: 38 (39.6%)Software development assistance
Retired: 3 (3.1%)Software development assistance
Not reported: 20 (20.8%)

Search and knowledge retrieval · 22 agencies

Search and knowledge retrieval
Deployed: 33 (25.0%)Search and knowledge retrieval
Pilot: 21 (15.9%)Search and knowledge retrieval
Pre-deployment: 72 (54.5%)Search and knowledge retrieval
Retired: 4 (3.0%)Search and knowledge retrieval
Not reported: 2 (1.5%)

132

Document processing and extraction · 21 agencies

Document processing and extraction
Deployed: 59 (45.0%)Document processing and extraction
Pilot: 20 (15.3%)Document processing and extraction
Pre-deployment: 46 (35.1%)Document processing and extraction
Retired: 6 (4.6%)

131

Forecasting and prediction · 19 agencies

Forecasting and prediction
Deployed: 33 (25.0%)Forecasting and prediction
Pilot: 26 (19.7%)Forecasting and prediction
Pre-deployment: 56 (42.4%)Forecasting and prediction
Retired: 5 (3.8%)Forecasting and prediction
Not reported: 12 (9.1%)

132

FOIA and records management · 17 agencies

FOIA and records management
Deployed: 26 (54.2%)FOIA and records management
Pilot: 5 (10.4%)FOIA and records management
Pre-deployment: 14 (29.2%)FOIA and records management
Retired: 3 (6.3%)

Cyber threat detection · 16 agencies

Cyber threat detection
Deployed: 19 (39.6%)Cyber threat detection
Pilot: 5 (10.4%)Cyber threat detection
Pre-deployment: 19 (39.6%)Cyber threat detection
Retired: 2 (4.2%)Cyber threat detection
Not reported: 3 (6.3%)

Procurement and acquisition · 15 agencies

Procurement and acquisition
Deployed: 11 (26.8%)Procurement and acquisition
Pilot: 5 (12.2%)Procurement and acquisition
Pre-deployment: 24 (58.5%)Procurement and acquisition
Not reported: 1 (2.4%)

Risk scoring and triage · 14 agencies

Risk scoring and triage
Deployed: 37 (50.7%)Risk scoring and triage
Pilot: 8 (11.0%)Risk scoring and triage
Pre-deployment: 27 (37.0%)Risk scoring and triage
Retired: 1 (1.4%)

Public-facing customer service · 13 agencies

Public-facing customer service
Deployed: 13 (29.5%)Public-facing customer service
Pilot: 5 (11.4%)Public-facing customer service
Pre-deployment: 24 (54.5%)Public-facing customer service
Retired: 1 (2.3%)Public-facing customer service
Not reported: 1 (2.3%)

Image and video analysis · 12 agencies

Image and video analysis
Deployed: 34 (29.3%)Image and video analysis
Pilot: 18 (15.5%)Image and video analysis
Pre-deployment: 49 (42.2%)Image and video analysis
Retired: 2 (1.7%)Image and video analysis
Not reported: 13 (11.2%)

116

Clinical and medical · 11 agencies

Clinical and medical
Deployed: 92 (47.4%)Clinical and medical
Pilot: 17 (8.8%)Clinical and medical
Pre-deployment: 77 (39.7%)Clinical and medical
Retired: 8 (4.1%)

194

Fraud, waste and improper payments · 11 agencies

Fraud, waste and improper payments
Deployed: 15 (48.4%)Fraud, waste and improper payments
Pilot: 1 (3.2%)Fraud, waste and improper payments
Pre-deployment: 13 (41.9%)Fraud, waste and improper payments
Retired: 1 (3.2%)Fraud, waste and improper payments
Not reported: 1 (3.2%)

HR and workforce · 10 agencies

HR and workforce
Deployed: 10 (47.6%)HR and workforce
Pilot: 2 (9.5%)HR and workforce
Pre-deployment: 8 (38.1%)HR and workforce
Retired: 1 (4.8%)

Biometrics and identity · 8 agencies

Biometrics and identity
Deployed: 39 (81.3%)Biometrics and identity
Pilot: 4 (8.3%)Biometrics and identity
Pre-deployment: 5 (10.4%)

Claims and case processing · 8 agencies

Claims and case processing
Deployed: 14 (40.0%)Claims and case processing
Pilot: 3 (8.6%)Claims and case processing
Pre-deployment: 17 (48.6%)Claims and case processing
Retired: 1 (2.9%)

Where some agencies report a function as deployed and others are still piloting or acquiring it, there may be room to share experience. Function tags come from keyword rules on names, problems and outputs; see methodology.

Closest cross-agency pairs

74 strong or moderate pairs

Score	Use case A	Use case B
0.99	LexisNexis FHFA · Deployed	LexisNexus NIGC · Deployed
0.94	WestLaw FHFA · Deployed	LexisNexus NIGC · Deployed
0.65	Development of digital twin technologies for climate prediction NASA · Pre-deployment	A Digital Twin for In-silico Spatiotemporally-resolved Experiments DOE · Pre-deployment
0.61	Streamflow Duration Assessment Modeling EPA · Deployed	Pacific Northwest Stream Flow Permanence [2024 INV#WO0000000109137] DOI · Deployed
0.56	Plum Island handwriting and text extraction from scanned pdfs USDA · Pre-deployment	Named Entity Recognition DOJ · Deployed
0.54	Spending Analysis and Budget Execution Risk (SABER) Model DHS · Pre-deployment	ORNL: AI for Advanced Manufacturing DOE · Pre-deployment
0.51	Spending Analysis and Budget Execution Risk (SABER) Model DHS · Pre-deployment	ORNL: AI for Bio and Health Sciences DOE · Pre-deployment
0.49	Deep Learning for Flood Mapping (DELTA) NASA · Retired	Deep Learning based image segmentation [2024 INV#WO0000000107975] DOI · Pilot
0.47	Rangelands Water Monitoring and Forecasting System NASA · Pre-deployment	Using advanced computing techniques for mobile monitoring platforms [2024 INV#WO0000000109492] DOI · Pre-deployment
0.47	Autonomous Science and Technology for Responsive Adaptation (ASTRA) NASA · Pre-deployment	ORNL: AI for Advanced Manufacturing DOE · Pre-deployment
0.47	Court Reporting and Testimony Management Platform DOT · Pre-deployment	OCR and Translation DOJ · Deployed
0.46	Image processing DOJ · Pre-deployment	AGFA DR 800 with MUSICA Dynamic VA · Deployed
0.45	Generalized time-series anomaly detection for rapid data survey of in-situ observations NASA · Pre-deployment	Sediment Transport in Coastal Environments [2024 INV#WO0000000108118] DOI · Pilot
0.45	Semi-Automatic Landslide Detection (SALaD) NASA · Pre-deployment	Machine Learning for geophysical data inversion DOE · Deployed
0.44	Simultaneous emulation and downscaling of modeled soil state variables with machine learning NASA · Pre-deployment	App for predicting soil temperature during prescribed burns USDA · Pilot
0.43	Autonomous Science and Technology for Responsive Adaptation (ASTRA) NASA · Pre-deployment	ORNL: AI for Bio and Health Sciences DOE · Pre-deployment
0.43	Medicare AI Drug Search HHS · Pilot	IVR Automated Voice Assistant FTC · Deployed
0.43	Marketplace Qualified Health Plan Benefit AI Assistant (discovery) HHS · Pre-deployment	IVR Automated Voice Assistant FTC · Deployed
0.42	LexisNexis FHFA · Deployed	Bloomberg (AI Assisted Legal Research) DOJ · Pre-deployment
0.42	WestLaw FHFA · Deployed	Bloomberg (AI Assisted Legal Research) DOJ · Pre-deployment
0.42	LexisNexus NIGC · Deployed	Bloomberg (AI Assisted Legal Research) DOJ · Pre-deployment
0.42	Expansion of Generative AI (GenAI) Caption Generation for all Collections Videos HHS · Pilot	Raytheon Multimedia Monitoring System (M3S) DOE · Deployed
0.42	Simultaneous emulation and downscaling of modeled soil state variables with machine learning NASA · Pre-deployment	Soil Moisture Modeling DOE · Pilot
0.42	Sub-Saharan West Africa Land Cover Change NASA · Pre-deployment	Machine learning-based landscape feature classification using satellite and airborne imagery [2024 INV#WO0000000108791; 2024 INV#WO0000000108794] DOI · Pilot
0.41	Voiceover App USDA · Pre-deployment	Wellsaid DOJ · Deployed

Some top pairs are near-identical licence entries (for example, the same legal research product). They are correct matches but not reuse opportunities.

Image and video analysis: 116 use cases

Grouped by agency, deployed first

Agency	Use case	Stage	Sourcing
DHS	Babel	Deployed	both
DHS	Open Source and Social Media Analysis	Deployed	vendor
DHS	License Plate Reader	Deployed	vendor
DHS	AI Enabled Autonomous Underwater Vehicle	Pre-deployment	Not reported
DHS	CBP Common AI Service(CCAIS) Image Analysis and Data Correlation	Pre-deployment	Not reported
DHS	Non-intrusive vessel and object detection tool (Tethered Aerostat Radar System (TARS))	Pre-deployment	Not reported
DHS	Open-Source Intelligence for Lead Identification and Targeting	Pre-deployment	Not reported
DHS	Global Maritime Intelligence	Pre-deployment	Not reported
DHS	Video Analysis Tool (VAT)	Retired	Not reported
DOC	Detecting rip currents with coastal imagery	Not reported	Not reported
DOC	Automated Post-Disaster Vessel and Debris Mapping from Remotely Sensed Imagery	Not reported	Not reported
DOC	Ice seal detection and species classification in multispectral aerial imagery	Not reported	Not reported
DOC	Integrating AI into AUV image analysis workflow	Not reported	Not reported
DOC	Using CoralNet to develop subtrate detection models for AUV imagery	Not reported	Not reported
DOC	VIAME: Video and Image Analysis for the Marine Environment SoftwareToolkit	Not reported	Not reported
DOC	Advancing the use of technology for port sampling in the US Caribbean using image analysis for length composition	Not reported	Not reported
DOC	Automation and detection of Marine Mammals and Turtles from AUV collected imagery.	Not reported	Not reported
DOC	Using community-sourced underwater photography and image recognition software to study green sea turtle distribution and ecology in southern California	Not reported	Not reported
DOC	Searching for large whales in UAS photographic strip transect images: developing an AI/ML object detection model using aerial photogrammetry catalogues	Not reported	Not reported
DOC	The Next Generation Fire System (NGFS): Automated human expert-like detection of fires in satellite imagery	Not reported	Not reported
DOC	Improving Imagery Visualization using Limb-Correction and AI Resolution Enhancement for Microwave sensors	Not reported	Not reported
DOC	Super-resolution of Satellite Imagery Products using Generative AI	Not reported	Not reported
DOE	Drone Imagery Analysis	Pilot	vendor
DOI	Automated Walrus Haulout Monitoring [2024 INV#WO0000000110052]	Deployed	in-house
DOI	Delineating sub-surface drainage using satellite imagery [2024 INV#WO0000000109525]	Deployed	in-house
DOI	Seabird and Marine Mammal Surveys Near Potential Renewable Energy Sites Offshore Central and Southern California [2024 INV#WO0000000107535]	Deployed	vendor
DOI	USGS Flow Photo Explorer [2024 INV#WO0000000109196]	Deployed	both
DOI	Patterns in the Landscape – Analyses of Cause and Effect	Deployed	in-house
DOI	U.S. Wind Turbine Database	Deployed	in-house
DOI	Automated otolith aging using image processing [2024 INV#WO0000000109315]	Pilot	in-house
DOI	Machine-learning model to delineate sub-surface agricultural drainage from satellite imagery [2024 INV#WO0000000109078]	Pilot	in-house
DOI	Machine learning-based landscape feature classification using satellite and airborne imagery [2024 INV#WO0000000108791; 2024 INV#WO0000000108794]	Pilot	vendor
DOI	Machine Learning Image Classification of Wetlands and Soil moisture [2024 INV#WO0000000108779]	Pilot	both
DOI	Wave runup and total water level observations from time series imagery at several sites with varying nearshore morphologies [2024 INV#WO0000000108262]	Pilot	in-house
DOI	Deep Learning based image segmentation [2024 INV#WO0000000107975]	Pilot	in-house
DOI	Random forest models for predicting water quality of inland waters from remotely sensed imagery	Pilot	in-house
DOI	Improving Prediction Capabilities for Barrier Island Landscape Change	Pilot	both
DOI	Lake-wide monitoring and assessment of Great Lakes fisheries with autonomous vehicles and image analysis	Pilot	in-house
DOI	Developing land cover maps for barrier islands using satellite imagery	Pilot	in-house
DOI	Flor-AI: Developing a Remotely Sensed Image Classification Method for Inventory and Monitoring of Flora in Digital UAS Imagery	Pilot	in-house
DOI	Automating the Detection and Classification of Wildlife in Aerial Imagery [2024 INV#WO0000000109409]	Pilot	in-house
DOI	Mapping wood and wood hazards in the Willamette Basin, Oregon	Pilot	in-house
DOI	Implementation of Artificial Intelligence to Estimate Population Size of a Migratory Bird from Aerial Thermal Imagery [2024 INV#DOI-67]	Pilot	in-house
DOI	Bird Nest Detection [2024 Inv#WO0000000110506]	Pre-deployment	Not reported
DOI	Remote Sensing Coastal Change - Shoreline Change	Pre-deployment	Not reported
DOI	Remote sensing of particulate and filter passing mercury species: models and proxies	Pre-deployment	Not reported
DOI	An integrated sensor network and data driven approach to satellite remote sensing of Dissolved Organic Matter	Pre-deployment	Not reported
DOI	Using High-Resolution Imagery and Artificial Intelligence to Support Climate Change Resilience in Agroforestry Across the Pacific	Pre-deployment	Not reported
DOI	MAGMA-net: Multimodal analysis for geophysical monitoring of activity	Pre-deployment	Not reported
DOI	Forest metrics at Redwood National and State Parks	Pre-deployment	Not reported
DOI	Detecting and tracking reed canarygrass (Phalaris arundinacea) invasion in the Upper Mississippi River floodplain using remote sensing and artifial intelegence.	Pre-deployment	Not reported
DOI	Using Machine Learning to Automate Crack Mapping and Structural Health Monitoring	Pre-deployment	Not reported
DOI	Using advanced computing techniques for image-based monitoring [2024 INV#WO0000000109674]	Pre-deployment	in-house
DOJ	Unmanned Aerial Systems (UAS)	Deployed	vendor
DOJ	Veritone Illuminate	Deployed	vendor
DOJ	Language Translation, Optical Character Recognition (OCR), Object Detection, Language Detection, Alert Noise Reduction	Deployed	vendor
DOJ	Object Detection Tool 1	Deployed	vendor
DOJ	Data Triage and Processing	Pilot	vendor
DOJ	Object Detection Tool 2	Pre-deployment	Not reported
DOJ	Image processing	Pre-deployment	Not reported
GSA	FAS Catalog Platform - Image Recognition for Product Photos	Deployed	Not reported
HHS	TowerScout: Automated cooling tower detection from aerial imagery for Legionnaires' Disease outbreak investigation	Deployed	both
HHS	AI-Powered Video Analytics for Law Enforcement	Deployed	vendor
HHS	SewerScout: Automated on-site sewage facility detection from aerial imagery to identify failed systems	Pre-deployment	Not reported
NASA	Mars2020 Rover (Perseverance)	Deployed	in-house
NASA	SPOC (Soil Property and Object Classification)	Deployed	in-house
NASA	Intelligent Camera Analytics for Security and Operations	Deployed	vendor
NASA	GLOBE Program - Image processing	Deployed	both
NASA	HyperMapping with Hyperspectral Precise Pointing Optical Sensor (HYPPOS) for Decadal Survey Mission Pathfinder Activities	Pre-deployment	Not reported
NASA	Semi-Automatic Landslide Detection (SALaD)	Pre-deployment	Not reported
NASA	SpectraClass: Semi-supervised learning in a Jupyter Notebook	Pre-deployment	Not reported
NASA	Classification of features in Crew Earth Observations imagery	Pre-deployment	Not reported
NASA	Cloud masks from Crew Earth Observations imagery	Pre-deployment	Not reported
NASA	Estimation of Multilayered Cloud Properties from Geostationary Satellite Imager Data	Pre-deployment	Not reported
NASA	Estimation of Multilayered Cloud Properties from Low-Earth-Orbit Satellite Imager Data	Pre-deployment	Not reported
NASA	Geostationary Satellite Sounder Pathfinder Project for 4-D Atmospheric Thermodynamics and Winds	Pre-deployment	Not reported
NASA	Improvements in Global Nighttime Satellite Cloud Analyses for Weather and Climate	Pre-deployment	Not reported
NASA	Polar Nighttime Cloud Detection Using an Artificial Neural Network	Pre-deployment	Not reported
NASA	Severe Storm Prediction via Overshooting Cloud Top and Above Anvil Cirrus Plume Image Recognition from Satellite Imager Data	Pre-deployment	Not reported
NASA	Airplane detection	Pre-deployment	Not reported
NASA	Automated Dust detection in satellite imagery	Pre-deployment	Not reported
NASA	Deep Learning-based Hurricane Intensity Estimator	Pre-deployment	Not reported
NASA	Marine debris detection using deep learning and high resolution satellite images	Pre-deployment	Not reported
NASA	Ship detection	Pre-deployment	Not reported
NASA	SERVIR Applied Deep Learning Book	Pre-deployment	Not reported
NASA	Aerial AId: Visual data processing with AI in emergency scenarios for quick decision making	Pre-deployment	Not reported
NASA	Ground-based Detection of Martian Dust Devils With a Fine-tuned Fast R-CNN	Pre-deployment	Not reported
NASA	Sub-Saharan West Africa Land Cover Change	Pre-deployment	Not reported
NASA	Diffusion Modeling of the Solar Corona	Pre-deployment	Not reported
NASA	AI assisted Image recognition for EEE parts kitting and auditing	Pre-deployment	Not reported
NASA	Lunar Foundation Model for Planetary Sciences	Pre-deployment	Not reported
NASA	Lunar Rover Localization	Pre-deployment	Not reported
NASA	Deep Learning for Flood Mapping (DELTA)	Retired	Not reported
SBA	Employee Work Prioritization AI Agent	Pre-deployment	vendor
SEC	8-K Filing Solution	Deployed	in-house
USDA	Rangeland Analysis Platform	Deployed	both
USDA	County-Level Remotely-Sensed Corn and Soybean Yield Estimation	Deployed	in-house
USDA	AI for regional forest mapping and monitoring	Deployed	both
USDA	Esri ArcGIS Pro Deep Learning Modules	Deployed	in-house
USDA	LCAT - Land Change Analysis Technique	Pilot	in-house
USDA	Wildlife Deterrent System	Pilot	both
USDA	Digital Imagery (no-change) for NRI Program	Pre-deployment	Not reported
USDA	Cover Crop Mapping	Pre-deployment	Not reported
USDA	Planting Date Detection	Pre-deployment	Not reported
USDA	Zen AI Image Analysis	Pre-deployment	Not reported
USDA	Feral Ungulate Mitigation	Pre-deployment	Not reported
VA	AGFA DR 800 with MUSICA Dynamic	Deployed	vendor
VA	Circle CVI42	Deployed	vendor
VA	EchoPAC Software Only, EchoPAC Plug-In	Deployed	vendor
VA	XIDF-AWS801, Angio Workstation (Alphenix Workstation), V9.5	Deployed	vendor
VA	Workflow Box	Deployed	vendor
VA	GE Portable Critical Care Suite 2.x	Deployed	vendor
VA	Rapid AI	Deployed	vendor
VA	FastStroke, CT Perfusion 4D	Deployed	vendor
VA	Brainlab Elements Image Fusion, Contouring (4.5);Image Fusion (4.5);Fibertracking (2.0);BOLD MRI Mapping (1.0);Image Fusion Angio (1.0)	Deployed	vendor
VA	Roche Digital Pathology	Pre-deployment	Not reported