AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Alphafold R0956 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
CryoSPARC R0960 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
ModelAngelo R0966 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Pangolin Lineage Classification of SARS-CoV-2 Genome Sequences R0968 · HHS/NIH	HHS	Deployed	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Coastal Change Likelihood: Synthesizing change factors using supervised learning DOI-0115 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Forest Inventory and Cruising using GAIA AI USDA-152 · Natural Resources and Environment	USDA	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Forest habitat mapping for marbled murrelets USDA-157 · Natural Resources and Environment	USDA	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
USGS Azure OpenAI ChatGPT [2024 INV#WO0000000154392] DOI-0241 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Machine learning-based landscape feature classification using satellite and airborne imagery [2024 INV#WO0000000108791; 2024 INV#WO0000000108794] DOI-0192 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
AI to survey boat traffic DOI-0150 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	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
Use modern AI/ML approaches to gain insight into USGS unstructured data such as text [2024 INV#WO0000000131706] DOI-0240 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Parsing large quantities of text data [2024 INV#WO0000000113692] DOI-0239 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Purchased from vendor