Check what arrives
Read application and credit-transfer documents, match them to the right student file and list what is missing.
What AI could run / higher education administration
Let AI prepare the paperwork. Your staff decide.
Application checks, credit-transfer files and routine student enquiries can run through connected AI agents inside the systems your institute already uses. Staff make every admission and credit decision. This page covers administration only. It does not cover marking, assessment or academic integrity.
Discuss your businessPotential implementation areas
Define the work.
Keep the decision.
Draft the routine replies
Prepare answers to common questions and requests for missing documents, for a staff member to review.
Keep the record
Log what was drafted, who approved it and when, in the student system you already use.
Example / not a live deployment
AI prepares.
A person decides.
Illustrative example
Students told how data is used → Agent checks documents → Agent drafts replies → Staff member reviews → Staff decide admission or credit → Record kept
The agent decides nothing about admission, credit or enrolment. A staff member reviews each draft and makes the decision, and the record shows who approved what and when.
What the rules say
What TEQSA, the Standards Framework and the OAIC say
In June 2024 TEQSA asked all registered higher education providers for a credible action plan, overseen by governance bodies, on the risk generative AI poses to award integrity.
TEQSA, request for information on AI risk (3 June 2024)TEQSA's FAQs say that request focuses on teaching, learning and assessment. They add that TEQSA knows of other considerations, including equity, ethics and privacy.
TEQSA, AI request for information FAQs, Q15, Q16 and Q22Admissions procedures must be documented and applied fairly and consistently. Students must be told their rights and obligations, including charges and credit policies, before fees are accepted, and admission arrangements are in writing.
Higher Education Standards Framework (Threshold Standards) 2021, items 1.1.1 to 1.1.3Credit for prior learning follows institutional policy, the result is recorded, and the student gets timely written advice of the outcome.
Higher Education Standards Framework (Threshold Standards) 2021, item 1.2.1Information systems and records must be kept securely and confidentially, so that enrolment and progression records are accurate and private information is protected from unauthorised access.
Higher Education Standards Framework (Threshold Standards) 2021, item 7.3.3The OAIC says privacy obligations apply to personal information put into an AI system and to AI output that contains it. It recommends against entering personal information, especially sensitive information, into publicly available generative AI tools.
OAIC, privacy and commercially available AI products (updated 17 January 2025), takeaways 1 and 5The OAIC says organisations should update privacy policies and notices with clear information about their use of AI, and that using personal information in AI for a new purpose may need consent unless the person would reasonably expect it.
OAIC, privacy and commercially available AI products, takeaways 2 and 4From 10 December 2026, organisations covered by the Australian Privacy Principles must describe in their privacy policy certain uses of computer programs in decisions that could significantly affect a person. The OAIC lists programs that determine eligibility for admission to education or training among those generally covered, and says human review does not automatically take a program out of scope.
OAIC, APP 1.7 to 1.9 fact sheet (September 2026), page 2 and Appendix 1 Note 1
This page summarises public documents. It is not legal or compliance advice, and no regulator has approved anything of ours. Read the sources and take your own advice, especially on how the Privacy Act applies to your provider.
Questions higher education providers ask
Clarity before commitment.
Can an AI agent decide who is admitted or who gets credit?
In the setup described here, no. Staff make every admission and credit decision, and the agent only prepares drafts. The Threshold Standards expect admissions procedures to be documented and applied fairly and consistently, and the OAIC lists programs that determine eligibility for admission among decisions its new transparency rule generally covers.
Do we have to tell students we use AI?
The OAIC says organisations should say so in their privacy policy and notices. From 10 December 2026 a further privacy policy duty applies where a program makes, or substantially and directly supports, a decision that could significantly affect a person. Check how the Privacy Act applies to your provider and take your own advice.
Can staff paste student details into a public AI chatbot?
The OAIC recommends against it. As best practice it advises not entering personal information, particularly sensitive information, into publicly available generative AI tools.
Does this cover marking or detecting AI use in assignments?
No. This page covers administration only. TEQSA's AI request is about teaching, learning and assessment, and those are academic matters for your own governance.
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