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PAX ASSESSMENT FRAMEWORK

Rethinking Academic Evaluation in the Age of AI

The  Pax Assessment Framework (PAF) enables universities, educators, and  accreditation bodies to ensure fair, consistent, and transparent grading in an era where AI tools are part of every student’s  toolkit. Built from real-world  testing on hundreds of academic papers, PAF establishes a new standard for measuring critical thinking, originality, and academic integrity, the core competencies that matter most in higher education.

Why PAF

Traditional grading systems struggle to adapt to the challenges of AI-assisted work. PAF bridges that gap by providing:

  • AI-aware grading rubrics that distinguish human reasoning from automated output
  • Standardized reporting templates to ensure fairness and transparency across evaluators.
  • Accreditation-ready documentation aligned with global quality standards (AACSB, EQUIS, AMBA).
  • Institutional benchmarking tools to track trends in originality and critical thinking.

The PAF Grid (PAFG)

At the heart of the framework is the PAF Grid (PAFG), a clear, practical tool for evaluating how students think, argue, and conclude in written work.


The PAFG provides a structured, repeatable method to assess:

  1. Format & structure
  2. Topic relevance
  3. Argument depth & originality
  4. Critical conclusion
  5. Referencing & academic rigor

What’s Included in the Full PAF Toolkit

The complete PAF package provides everything an institution needs to implement a modern, AI-aware assessment process:

  • Rubric library across multiple programs (BBA, MBA, MSc)
  • Model grading reports and feedback templates
  • Case studies and best practices
  • Faculty training videos and certification quizzes
  • Policy and accreditation templates
  • Benchmark dashboards for institutional analysis

Who uses PAF

PAF is designed for:

  • Universities and business schools seeking consistency and integrity in grading
  • Faculty teams who want to modernize assessment without adding workload
  • Accreditation agencies looking for evidence-based approaches to quality assurance

Join the Movement

The Pax Assessment Framework (PAF) represents a new methodology for assessment in higher education:
fair evaluation, informed by technology, centered on human thought.


👉 Contact us to get a free copy of the PAF Grid and learn more about how to get institutional access to the PAF Toolkit: sara.pax@akera-group.com 


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