AI-Assisted Analysis Across the IV&V and Software Assurance Lifecycle
National Aeronautics and Space Administration · OSMA: Office of the Chief Safety & Mission Assurance
Overview
- Development stage
- In development or acquisitionSource: a) Pre-deployment – The use case is in a development or acquisition status.
- High-impact designation
- Not high-impactSource: c) Not high-impact
- Impact justification
- Not reported
- Start date
- Not reported
- Withheld from public reporting
- Yes (disclosure risk)Source: b) Yes – agency has determined that there’s a risk to disclosure, such as a harm to an interest protected by a FOIA exemption
Mission
- Topic area
- OtherSource: Other (use other text field)
- Operational functions
- No function tag matched Derived by keyword rules; see methodology
Problem the AI is intended to solve
Leverage opportunities to automate overly manual analysis tasks, with a goal of amplifying productiivity and efficiency, allowing employees to free up their time for more complex tasks.
Expected benefits
Reduce false positives in static analysis, trace design to code, identify issues, generate comments, requirements/design traceability, gap detection, change impact analysis, completeness/correctness checks, Generate edge/off-nominal test cases, identify missing tests, assess requirement flow-down..
System outputs
Insights into potential software defects and anomolies, impacts of vulnerabilities on flight assets, better understanding of software complexities and risks to focus IV&V and software assurance services.
Technology
- AI classification
- Generative AISource: Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
- System name(s)
- Not reported
- Custom-developed code
- Not reported
- Public source code
- Not reported
Sourcing
- How it was built
- Not reported
- Vendor (as reported)
- Not reported
- Vendors (standardized)
- None on the standard list
A vendor is the supplier named by the agency. It does not identify the underlying model or AI technology.
Data and privacy
- Involves PII
- Not reported
- Privacy Impact Assessment
- Not reported
- Authorization to Operate
- Not reported
- Demographic features
- Not reported
- Training and evaluation data
- Not reported
- Federal Data Catalog
- Not reported
Governance
0 of 8 minimum-practice questions answered. A blank answer means the agency reported nothing; it does not mean the practice is absent.
Potential impacts and how they were identified
Not reported