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AI-Based Solution for Sustainability Tracing for Companies

AI-Based Solution for Sustainability Tracing for Companies

Galena Pisoni, Bálint Molnár
Copyright: © 2024 |Volume: 20 |Issue: 1 |Pages: 17
ISSN: 1548-0666|EISSN: 1548-0658|EISBN13: 9798369324608|DOI: 10.4018/IJKM.340723
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MLA

Pisoni, Galena, and Bálint Molnár. "AI-Based Solution for Sustainability Tracing for Companies." IJKM vol.20, no.1 2024: pp.1-17. http://doi.org/10.4018/IJKM.340723

APA

Pisoni, G. & Molnár, B. (2024). AI-Based Solution for Sustainability Tracing for Companies. International Journal of Knowledge Management (IJKM), 20(1), 1-17. http://doi.org/10.4018/IJKM.340723

Chicago

Pisoni, Galena, and Bálint Molnár. "AI-Based Solution for Sustainability Tracing for Companies," International Journal of Knowledge Management (IJKM) 20, no.1: 1-17. http://doi.org/10.4018/IJKM.340723

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Abstract

Many companies look for novel ways to trace their operational sustainability. The application of AI to analyze and make sense of the big data the company holds represents one promising approach for this aim. The authors study how one can set and design an AI-based solution for improving the sustainability of complex business processes and decision-making in companies of different types. First, they provide a general analysis of current frameworks for measuring adherence to sustainability goals for companies, then they present a conceptual framework and architecture design for an AI-enabled sustainability service for companies. The implications of our research suggest that AI can provide distinct functions: (a) automation: taking big data from different departments and analyzing them with the aim of tracing the sustainability of the company; (b) support: to help decision-making and create relevant insights for stakeholders that are coherent with defined sustainability decision criteria. To the authors' knowledge, no previous research has provided analysis and design of such AI solution for companies.