AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
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
U.S. Wind Turbine Database DOI-0080 · USGS	DOI	Deployed	Not high-impact	Energy and the Environment	Computer vision	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
DocketScope DOI-0040 · FWS	DOI	Deployed	Not high-impact	Administrative Functions	Natural language processing	Purchased from vendor
AI for Operations Center DOE-10 · ANL - Argonne National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Other	Natural language processing	Developed in-house
Hanford Ai Liaison (HAL) 1.1 DOE-469 · RL - Hanford - Richland Operations Office - Hanford (EM)	DOE	Deployed	Not high-impact	Administrative Functions	Generative AI	Developed in-house
OPQ-AI DOE-477 · ANL - Argonne National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
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
pComply-AI-High Risk DOE-658 · ANL - Argonne National Laboratory (SC43 OIM)	DOE	Deployed	Not high-impact	Procurement and Financial Management	Classical / predictive ML	Developed in-house