Front-line offices: where should an Agent hand off to staff?

The question

Where does your office draw the line between answering general policy inquiries with an Agent and directing the user to a staff member?

Useful context

Front-line offices handle student questions across widely varying levels of risk. Admissions, academic advising, the registrar, financial aid, student conduct, and disability services all field a mix of published-policy questions and situations that only a person can resolve.

An Agent can carry the published half of that workload. The other half needs human judgment:

Agent can answer Needs a staff member
Published eligibility criteria A request to review an individual record
Application deadlines An exception request or a formal determination
Where to find an online form A sensitive personal situation

How the Agent hands off matters as much as when. A referral that names the department, gives a direct communication channel, and lists the items to bring lets staff resolve the issue efficiently. A vague “contact the office” leaves the student to work out the next step alone.

Share your approach

Describe the handoff triggers and escalation protocols implemented in your office.

  • Trigger conditions. What specific wording or inquiry conditions prompt an immediate staff referral in your Agent setup?
  • General versus individual. How does your Agent distinguish a general policy question from a request to review an individual file?
  • Handoff wording. What language do you use when an Agent refers a student onward, while being clear that it works from published policy and cannot access personal records?

Please share your experiences using fictional scenarios and de-identified examples.

Before you post

Before sharing prompts, configurations, or screenshots, review Community sharing and responsible AI use. Never post student records, personally identifiable information, or credentials.