AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
AEGIS: Autonomous Exploration for Gathering Increased Science NASA-214 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
CLASP Coverage Planning & Scheduling NASA-221 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Enhanced AutoNav for Perseverance Rover on Mars NASA-225 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
MLNav (Machine Learning Navigation) NASA-234 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Presumed high-impact, determined not	Science	Classical / predictive ML	Developed in-house
Perseverance Rover on Mars - Terrain Relative Navigation NASA-237 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
SensorWeb: Volcano, Flood, Wildfire, and others. NASA-451 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Global, Seasonal Mars Frost Maps NASA-708 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Purchase Card Management System (PCMS) NASA-715 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
New Technology and Software Reporting (NTR) NASA-716 · JPL: Jet Propulsion Laboratory	NASA	Deployed	Not high-impact	Administrative Functions	Classical / predictive ML	Developed in-house
Near-real-time aerosol retrievals from OMPS Limb Profiler measurements NASA-848 · GSFC: Goddard Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Retrieving stratospheric water vapor from OMPS Limb Profiler measurements NASA-849 · GSFC: Goddard Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Application of ML to Detection of Anomalies in Spacecraft Health and Status Data NASA-854 · GSFC: Goddard Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Dirty Vacuum rated 6-Axis Robotic Arm Toolpathing NASA-928 · MSFC: Marshall Space Flight Center	NASA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house