of leaders who view Generative AI capabilities as the primary driver for their automation investment report strong annual net profits
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72%
of leaders who view Generative AI capabilities as the primary driver for their automation investment report strong annual net profits
90%
renewable raw material input from waste and residue products

79%
of surveyed executives said generative AI will optimize inventory management by predicting future demand patterns
62%
of surveyed executives expect generative AI to accelerate the pace of discovery, leading to new sources of product and service innovation.

Strategic Supply Chain & Procurement Orchestration
Develop a future-proof supply chain across procurement, production, logistics, and distribution. Utilize AI for supplier collaboration, risk management, and real-time network optimization

Intelligent Manufacturing & Asset Optimization
Implement AI, IoT, and automation to build self-optimizing production lines. Improve forecasting, quality, asset lifecycle, equipment performance, and workforce capability via AR/VR & AI

Autonomous & AI-Driven Supply Chain Transformation
Use AI for advanced forecasting, demand planning, procurement, and inventory. Apply generative AI for scenarios and risk, and digital twins with IoT automation for self-regulating ecosystems

Resilient & Agile Supply Chain Operations
Deploy AI control towers to strengthen resilience and manage disruptions proactively. Use machine learning for inventory optimization and multi-tier supplier diversification

Logistics & Intelligent Fulfillment
Use AI, robotics, and autonomous vehicles for smart warehousing and optimized transport. Real-time inventory and predictive analytics enable agile fulfillment

Responsible & Circular Supply Chains
Use AI for ESG governance, traceability, and compliance. Circular models optimize lifecycle and recovery, while sustainable sourcing and carbon-neutral logistics reduce emissions
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