2026 · Corporate Social Responsibility and Environmental Management
Leveraging AI-Based Analytics for High-Performance Circular Product Development
C Chen, S Riaz, A Sibghatullah, KM Chong, PPALMN Paraman
Abstract
This study examines the role of AI-based analytics, knowledge acquisition, opportunity exploitation, and circular innovation in improving high-performance circular product development. The research investigates how artificial intelligence and knowledge management practices contribute to sustainable product innovation and organizational performance. Using empirical data and advanced analytical techniques, the findings demonstrate that AI-driven analytics significantly enhance decision-making, support opportunity identification, and improve circular innovation capabilities. The study also highlights the importance of sustainable growth and green finance in strengthening circular economy practices. The results provide valuable insights for researchers, policymakers, and business practitioners seeking to improve product development performance through digital transformation and sustainability strategies.
What This Means for Your Business
This research explains how businesses can use AI analytics and knowledge management to improve product development and achieve sustainable growth. The findings help managers identify new opportunities, increase innovation capabilities, and implement circular economy practices that enhance long-term business performance.
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