An AI tool proposal should begin with a defined public-service task and clear boundaries. A government team considering help with internal knowledge search needs to understand the information involved, the intended users, and the decisions that must remain with authorized staff.
Describe the permitted use
Choose a narrow task and identify what information the tool may access under the organization's policies. Have the responsible security, privacy, records, accessibility, and procurement owners review the proposal as applicable. Define how people will check the output and where uncertain answers should lead. Do not assume that a useful demonstration establishes accuracy for every query or permission to use sensitive records.
Test a realistic limitation
Use approved test material and include questions the tool should not answer confidently. Observe whether staff can recognize an incomplete response and reach the underlying source or human owner. Record the support and maintenance responsibilities as well as the feature results. Keep a pilot decision separate from approval for broad public-facing use.
Practical takeaway
Evaluate the tool within a bounded workflow and an authorized review process. The important question is how people can use it responsibly to complete a specific task.