Work

Title Chapter 6 – AIIntegrated Dashboards and Global Bench-marking: Transforming ORICs for Institutional Excellence

Year: 2026

Type: book-chapter

Abstract: Description: This chapter provides a comprehensive framework for AIenabled dashboards in ORICs, showing how institutions can integrate realtime bench-marking, reproducibility, and SDG alignment into accreditation processes. It introduces practical tools such as trafficlight matrices, compliance templates, and AIdriven accreditation workflows. Designed for reviewers, policymakers, and earlycareer researchers, the chapter bridges technical rigor with accessible language, ensuring institutions can demonstrate their impact both nationally and globally.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.21923964

Author: Akhlas, Ahmed

Language: English

Topic: Higher Education Governance and Development

Subfield: Education

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7202363544

FWCI:

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