AI for Intelligent Automation
Description
workplace automation
Detailed example
Completion of forms for human validation and approval.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
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
Improve the timeliness and quality of manual work processes through automation where generative AI can make comparisons and decisions using INL procedures and controlled documents, with humans performing final validation and approval.
Audit / financial statement impact
Used for general purpose generative AI.
Controls / human review
ATO: Yes; PIA: Not published
Data needed
At this time, INL plans to use non-CUI data with this solution, including the employee handbook, approved controlled documents, and other material that will assist workers in completing processes and activities. RAG (mini RAG preferred) is the method that will be used for integration with the AI solution.