AI Use Case Review and Evaluation Workflow
Description
Enable a structured assessment across five key dimensions—Bias, Ethics, Business Value, Risk, and Technical Excellence—to support informed value discussions for new AI services, including both Commercial off the Shelf (COTS) solutions and custom-developed capabilities
Detailed example
The AI Suitability Plan delivers a comprehensive assessment package that reflects the perspective of each evaluation domain and functions as an assistant to the subject-matter experts in those areas. Its outputs offer structured, domain-specific analyses across Bias, Ethics, Business Value, Risk, and Technical Excellence, supporting SMEs with consistent, well-informed inputs to guide final decisions on AI suitability.”
AI / analytics pattern
Agentic AI: AI systems that perform tasks or make decisions autonomously with minimal human intervention.
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
This assessment framework provides a consistent, transparent method for evaluating AI solutions, ensuring that key considerations such as Bias, Ethics, Risk, and Technical Excellence are rigorously examined. It supports more informed decision-making, strengthens governance, and helps align AI investments with organizational value and compliance expectations.
Audit / financial statement impact
This tool provides a structured assessment across five key dimensions—Bias, Ethics, Business Value, Risk, and Technical Excellence—to support informed value discussions for new AI services
Controls / human review
ATO: No; PIA: Not published
Data needed
No agency data is used to train the model