AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Deep Learning based image segmentation [2024 INV#WO0000000107975] DOI-0175 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Foundation Models to Advance Earth Science [2024 INV#WO0000000107153] DOI-0172 · USGS	DOI	Pilot	Not high-impact	Science	Generative AI	Developed in-house
CHS Q Business AI Assistant (theKraken) DOI-0169 · USGS	DOI	Pilot	Not high-impact	Administrative Functions	Generative AI	Developed in-house
LLM-Assisted Volcanic Alert Monitoring DOI-0109 · USGS	DOI	Pilot	Not high-impact	Science	Natural language processing	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
Flor-AI: Developing a Remotely Sensed Image Classification Method for Inventory and Monitoring of Flora in Digital UAS Imagery DOI-0079 · USGS	DOI	Pilot	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
Automating the Detection and Classification of Wildlife in Aerial Imagery [2024 INV#WO0000000109409] DOI-0075 · USGS	DOI	Pilot	Not high-impact	Energy and the Environment	Computer vision	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
Automated photographic identification of Eastern box turtles DOI-0073 · USGS	DOI	Pilot	Not high-impact	Science	Computer vision	Developed in-house
Pathogen identification in salmon DOI-0071 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Chatbots for internal research SBA-11 · Advocacy: Office of Advocacy	SBA	Pilot	Not high-impact	Administrative Functions	Generative AI	Purchased from vendor
General AI Use Case across the SBA for web and desktop SBA-22 · OCIO: Office of the Chief Information Officer	SBA	Pilot	Not high-impact	Administrative Functions	Generative AI	Purchased from vendor
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
Bernie-AI: Infrastructure Planning Support POC DOE-514 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Information Technology	Generative AI	Developed in-house
Microsoft Co-Pilot DOE-518 · RL - Hanford - Richland Operations Office - Hanford (EM)	DOE	Pilot	Not high-impact	Administrative Functions	Generative AI	Purchased from vendor
OpenAI ChatGPT Pilot DOE-526 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Information Technology	Generative AI	Purchased from vendor
NIF Shot Analytics & Predictive Maintenance Support Pilot DOE-529 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
xAI Grok Pilot DOE-601 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Information Technology	Generative AI	Purchased from vendor
LISA Chatbot Pilot DOE-671 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Information Technology	Generative AI	Contract and in-house
Microsoft Copilot Pilot DOE-676 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Information Technology	Generative AI	Purchased from vendor
Anthropic Claude Pilot DOE-703 · LLNL - Lawrence Livermore National Laboratory (LFO)	DOE	Pilot	Not high-impact	Information Technology	Generative AI	Purchased from vendor
CoPilot DOE-734 · OREM - ORCC - Oak Ridge EM - Oak Ridge Cleanup Contract (EM)	DOE	Pilot	Not high-impact	Administrative Functions	Other	Purchased from vendor