OMB Individually Reported
Telemetry Analysis Learning Algorithm (TALA)
Low riskExact public inventory row
Description
Applies machine learning to analyze operational data from agency-managed systems to support maintenance and reliability objectives.
Detailed example
Alerts to limit violations and prediction of subsystem failures observed in satellite telemetry.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Increased efficiencies in trending and analysis of satellite health and safety telemetry.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
The tool helps identify trends and inform decision-making for system performance.