GenAI for Data Platform Operations
Department of the Treasury · Technology Common Services Center (TCSC)
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
- The AI system's outcome does not affect civil rights, safety, or access to critical services, therefore, it doesn't meet the criteria for a high-impact AI use case.
- Start date
- Not reported
- Withheld from public reporting
- NoSource: a) No
Mission
- Topic area
- Information Technology
- Operational functions
- Software development assistance Derived by keyword rules; see methodology
Problem the AI is intended to solve
Helps developers build applications by providing scalable access to large language models for tasks such as natural language processing, code generation, and automation. It integrates with other services to allow for enterprise-grade deployment of AI-powered solutions.
Expected benefits
AI solution allow EDM to enhance services by automating communication and data analysis, and improving decision-making. It e reduces administrative burden and supports transparency by summarizing complex information.
System outputs
The outputs are AI-generated responses based on user input, tailored to the task and model used. These outputs can take many forms depending on the endpoint and use case for the EDM data products.
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