Generative AI: Use cases, applications, solutions and implementation
Generative AI demonstrates versatile applications across diverse industries, leveraging its capacity to create novel content, simulate human behavior, and generate innovative outputs based on learned patterns.
AI in MRO: Processes and Use Cases Across the Operating Model
High-value AI use cases in MRO are the ones that improve recurring, evidence-heavy decisions across maintenance planning, scheduling, execution, reliability, spare-parts management, and asset governance
AI in S&OP: Processes and Use Cases Across the Operating Model
AI is changing S&OP by helping teams turn fragmented demand, supply, inventory, product, and financial inputs into evidence-rich review packets for each planning gate.
AI in Engineering Change Management: Enterprise Use Cases Across Operating Model
In engineering change management, AI is most valuable when it works within the controlled environment of product and configuration records.
AI in Transportation Management: Processes and Use Cases Across Operating Model
AI is changing transportation management by helping teams convert fragmented shipment records into reviewable work packets.
AI in Category Management: Operating Model, Functions, Processes and Sub-processes
Organizations should prioritize AI investments in category management based on strategic impact, implementation readiness, artifact and data quality, integration requirements, and governance, rather than according to how advanced the AI model appears.
AI in Financial Close Management: Use Cases Across Close Processes, Agentic Workflows and Governance
AI is changing financial close work by examining accounting artifacts before review begins, connecting related information across ERP, close-management, consolidation, and data systems, and preparing exceptions and supporting evidence for the appropriate accounting role.
Generative AI in Food & Beverage: Streamlining Operations Across the Value Chain
Generative AI can unlock significant efficiency, quality, and speed-to-market gains in food and beverage, but only when applied to specific, well-defined workflows.
AI in Credit Management: B2B Use Cases and Agentic Workflows
AI changes credit work by examining artifacts before an analyst opens them, connecting records across systems, and preparing the evidence needed for review.
AI in Spend Management: Processes and Use Cases Across Operating Model
AI in spend management operates across financial records, supplier information, p-card data, employee-related T&E records, contract terms, ESG attributes, diversity certifications, and reported savings.
AI in Procurement Intake: Processes, Use Cases and Agentic Workflows
AI changes procurement intake by reading artifacts earlier, asking better questions, retrieving policy at the point of request, and preparing review packets before work reaches specialists.
Generative AI in Apparel and Footwear Retail: Workflow-level Use Cases
In apparel and footwear retail, generative AI drives efficiency and accuracy across logistics, merchandising, product design, sourcing, demand planning and fulfillment.
AI in Corporate Tax Operations: Use Cases Across the Operating Model
Organizations should prioritize AI investments in corporate tax operations based on operational impact, implementation readiness, tax and financial risk, and governance requirements, not according to the apparent sophistication of the underlying model.
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