Company | Extended3 Companies are becoming real- time decision enterprises where AI strengthens resilience, innovation and supplier ecosystems. As factories become intelligent, self-optimizing systems, companies must evolve into integrated decision enterprises built on a unified digital backbone. The next decade will see a shift from function-centric execution to real-time networked operations where AI anticipates risks, optimizes specifications and strengthens supplier ecosystems, enabling enterprises to become faster, more adaptive and intrinsically resilient. Autonomous procurement execution THEME 13.1 Procurement Procurement today faces rising volatility from commodity, regulatory and geopolitical shifts, yet remains constrained by fragmented data, limited supplier visibility and manual workflows. Reactive risk management and slow decisions expose organizations as supply networks grow more complex. The future is cognitive, autonomous procurement networks – where AI and connected supplier ecosystems enable real-time sensing, dynamic sourcing and automated execution, transforming procurement into a strategic, intelligence-led driver of resilience and value. Evolutions of themes AI-driven, touchless procurement flows where sourcing, contracting, ordering and payment execute autonomously, improving compliance, accuracy and speed across the end-to-end procure- to-pay cycle. Procure-to-pay cycle time Manual workloadDigital tasks to guided execution — Procurement workflows are digitized across requisitioning, ordering and invoicing. — Data centralization improves visibility, but execution still relies on manual validations and exception handling. AI-orchestrated procurement cycles — AI platforms unify source-to- pay data across contracts, policies, suppliers and spend. — AI identifies suppliers, validates contracts and flags compliance deviations in real time. — Exception handling becomes guided and rule-based, enabling consistent execution while humans focus on higher- value decisions.Agentic, touchless procurement networks — Autonomous agents negotiate, award, execute and reconcile end-to-end procurement transactions.6 — Contract updates, renewals, validations and exceptions are resolved automatically using real-time policies, spend insights and risk signals. — Human involvement shifts to governance as procurement becomes a self-optimizing, touchless network.NOW (0-2 years) NEAR (3-5 years) NEXT (5+ years) ObjectivesPROCUREMENT Intelligent Industrial Operations Outlook 2026 27