The best government AI tools improve access to information or reduce administrative delay without weakening public accountability. An agency might use AI to help staff search records or route a request to the correct office. The system should remain understandable to the employees and residents affected by it.
Agencies can use AI to organize documents, summarize public comments, route requests and support internal research. Higher-impact decisions involving eligibility, enforcement or individual rights require stronger review, documentation and avenues for appeal.
Transparency includes explaining the system’s purpose, the information it uses and how people can challenge an incorrect outcome. A technical model description alone is not enough if residents cannot understand how the system affects them.
Agencies should test performance across the populations affected by the system and examine whether historical data reflects unequal treatment. Testing should continue after deployment because real-world use can reveal problems that were not visible in development.
It can help draft responses and guide residents to services, but the system should rely on current, authoritative government information. Agencies need a process for correcting outdated answers and escalating questions that require a person.
Agencies should ask who owns the data, how models are updated, what audit access is available and what happens when the contract ends. Procurement should also address accessibility, security, records obligations and the government’s ability to explain system behavior.
