AI Agents in Government and Public Services: Use Cases and Implementation

A permit exception requires evidence and accountable discretion

A permit or licence can require evidence from several registers, specialist reviews and policy rules. The difficult cases are not merely incomplete. They contain conflicts, exceptions or public-interest judgements that a fixed form cannot resolve.

Use an agent to prepare the statutory case

An agent could collect evidence from approved registers, identify contradictions, request missing documents, prepare a reasoned case file and route material exceptions to the accountable officer. The agent may be justified when each new record changes which approved register or specialist review is needed next. It can expose contradictions and prepare a reasoned file. It cannot resolve a statutory ambiguity merely because one source is easier to retrieve.

A valid identity, expired certificate and disputed boundary

A permit file contains a valid identity record, an expired technical certificate and two registers that disagree about the site boundary. The agent should preserve the conflict, request the missing current evidence and prepare the file for the statutory officer. It fails if it silently chooses the convenient record or describes the permit as approved.

Keep the formal decision with the responsible officer

The decision depends on case histories, service standards, policy rules, register availability, escalation records and citizen feedback. The case record should preserve every governing rule, registry response, missing document and unresolved conflict. The statutory officer must make the formal decision and remain able to see how the agent assembled the recommendation. Applicants also need an assisted route when digital evidence cannot be verified.

Test conflicting registers and public-interest exceptions

Use expired certificates, duplicate identities, unavailable registers, disputed boundaries and a valid public-interest exception. Review unsupported conclusions, missing-evidence detection, inappropriate requests and any wording that falsely implies approval. The agent should pause when authority or evidence remains uncertain.

Release evidence coordination for one permit class

Run the first pilot on one permit class with a stable evidence route. Replay closed cases, then shadow new ones. Measure missing-evidence detection, unsupported conclusions, time to accountable ownership and officer correction. Pilot one stable permit class with historical replay followed by supervised live preparation. Define the register access, officer review, applicant communication and conditions that prevent the agent from progressing a file.

Judge the agent by completeness, correction and access

Measure first-review completeness, time to accountable ownership, officer correction, repeated applicant contact and successful access through assisted channels. Review consequential errors individually rather than allowing high volumes of simple cases to dominate the result. Marketways applies Decision Assurance in government and public services.

The assessment should also compare the documents requested by the agent with those actually required for the permit class. Unnecessary evidence requests increase applicant effort and can create an access barrier even when the final decision remains with an officer.