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AHEG Digital and AI · Data & AI

Integrity preserved by design, not by detection alone.

Contract cheating and generative AI have changed the integrity landscape permanently. We help providers meet the HESF integrity standards with prevention-first design - assessment that is hard to outsource, policy that is fair, and case management that holds up.

Since 2009Family heritage
Higher ed onlySector focus
AdvisoryEnd to end
What this covers

Academic Integrity, as we practise it.

  • Integrity frameworks and policy aligned to the HESF academic-integrity standards
  • Assessment design against misuse - authentic, secured and varied tasks
  • AI and contract-cheating risk assessment across courses and modes
  • Detection and triage - proportionate use of tools, human judgement first
  • Case management and decisions - fair process, records and appeals
  • Education for students and staff - integrity as culture, not policing
How we work

Three moves, in order.

01

Assess

We map your integrity exposure by course, mode and assessment type - including where AI misuse is most likely.

02

Redesign

Priority assessments are redesigned for authenticity and security, with academic workload in mind.

03

Uphold

Policy, case management and reporting that are fair to students and defensible under review.

What you receive

Deliverables you can put in front of a board.

Where this sits in the framework. Our digital and AI advice is anchored in the Higher Education Standards Framework (Threshold Standards) 2021 - particularly the learning environment, teaching, institutional quality assurance, and information management domains. Registration and accreditation decisions rest with TEQSA; our role is to help you prepare technology, evidence and governance to the standard reviewers expect.
Next step

Put academic integrity on the roadmap.

Tell us where you are and where the institution needs to be - we will bring the map.

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