ImpactAlign: AI-Integrated Evaluation Protocol for SDG Bench-marking and Institutional Consultancy
Description ImpactAlign is a pioneering AIintegrated evaluation protocol designed to transform SDG benchmarking and institutional consultancy. It combines automated compliance checks, schemadriven dataset integration, and predictive analytics to deliver a comprehensive framework for research offices and policymakers. By embedding AI into dashboards and simulations, ImpactAlign enables institutions to anticipate risks, optimize strategies, and align with global standards. Case studies illustrate its capacity to enhance ORIC executives’ decisionmaking, ensuring transparency, efficiency, and sustainability. Unlike conventional reporting tools, ImpactAlign establishes exclusivity by linking directly with frontier technologies, positioning itself as a global benchmark for research management and innovation ecosystems.
Authors
- Farrukh Zaman (ORCID: https://orcid.org/0009-0006-6086-5278)
- Ahmed Akhlas (ORCID: https://orcid.org/0009-0007-8130-8654)
- Baig Muhammad Sharique (ORCID: https://orcid.org/0009-0008-8842-6618)
- Akhlas Muhammad Hassan (ORCID: https://orcid.org/0000-0002-9318-7753)
Institutions
- Dynamic Research (United States) (US)
- Dynamic Systems (United States) (US)
- University of Business and Technology (SA)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-07-22
- DOI
- https://doi.org/10.5281/zenodo.21484454
- Primary Topic
- Innovation, Sustainability, Human-Machine Systems
- Type
- preprint