DOE · DOE-10 · record R3271
AI for Operations Center
Department of Energy · ANL - Argonne National Laboratory (SC43 OIM)
Overview
- Development stage
- DeployedSource: c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
- High-impact designation
- Not high-impactSource: c) Not high-impact
- Impact justification
- Impact of system failure or erroneous results is negligible.
- Start date
- 2022-01-01 (day precision)Source: 2022-01-01T00:00:00
- Withheld from public reporting
- NoSource: a) No
Mission
- Topic area
- Other
- Operational functions
- No function tag matched Derived by keyword rules; see methodology
Problem the AI is intended to solve
Reduce human effort and increase efficiency in identifying Lessons Learned to work planning.
Expected benefits
Increase awareness and use of Lessons Learned.
System outputs
Recommended Lessons Learned documents related to proposed and ongoing Work Projects.
Technology
- AI classification
- Natural language processingSource: Natural Language Processing: AI that processes, interprets, and shares information in human language.
- System name(s)
- ANL-General Computing - Moderate Enclave
- Custom-developed code
- Yes
- Public source code
- Not reported
Sourcing
- How it was built
- Developed in-houseSource: b) Developed in-house
- 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
- No
- Privacy Impact Assessment
- Not reported
- Authorization to Operate
- Yes
- Demographic features
- Not reported
- Training and evaluation data
- ANL Operational data.
- Federal Data Catalog
- No.
Governance
5 of 8 minimum-practice questions answered. A blank answer means the agency reported nothing; it does not mean the practice is absent.
Pre-deployment testingReported in placeSource: a) Yes
AI impact assessmentNo answer reported
Independent reviewNo answer reported
Ongoing monitoringReported in placeSource: a) Yes, sufficient monitoring protocols have been established
Operator trainingReported in placeSource: a) Yes, sufficient and periodic training has been established
Fail-safeReported in placeSource: a) Yes
Appeal processNo answer reported
User and public consultationReported in placeSource: a) Direct usability testing
Potential impacts and how they were identified
Not reported