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AI in Supply Chain Automation: Procurement to Logistics

Logistics Viewpoints

From sourcing and bid evaluation to warehouse slotting and dynamic routing, AI tools support faster and more consistent outcomes by processing large volumes of operational data and identifying patterns that human decision-makers may overlook. These capabilities are now being integrated into mainstream TMS, WMS, and ERP platforms.

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Key Takeaways from SAP Spend Connect Live

Logistics Viewpoints

SAP is embedding its generative Joule across the SAP Ariba source-to-pay solution portfolio to make it easier for their customers to manage routine inquiries, such as status updates, summarization, and frequently asked questions. When a procurement contract is negotiated, the buyer has planned to achieve a certain level of savings.

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Amazon and the Shift to AI-Driven Supply Chain Planning

Logistics Viewpoints

When unexpected disruptions occura factory shutdown, a shipping delay, or a supply shortagethese models provide little flexibility. Enterprise resource planning (ERP) systems, while effective for tracking transactions and inventory levels, lack the predictive capabilities needed to anticipate and mitigate risks.

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Reinventing Supply Chains: Focus on Human Factors

Supply Chain Shaman

Supply chain was defined in 1982 as interoperability between source, make and deliver. Commercial teams operate in a ship-to environment, but the supply chain teams operate in a transactional world based on a ship from model. Visibility of the translation layer of ship to converted to ship from is not existent.

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Managing Complexity in Resource-Heavy Supply Chains!

Supply Chain Game Changer

From extraction and processing to distribution and end use, managing the flow of resources like oil and gas requires more than logistical coordination; it demands financial precision, strategic foresight, and real-time adaptability. Investors now expect transparency on emissions, labor standards, and sourcing.

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From Fragile to Flexible: Building Risk-Resilient Procurement Ecosystems

SCMDOJO

It’s easy to feel at ease when procurement systems operate as they should—robust and solid. Procurement teams now face a clear need: build bendable systems instead of unbreakable ones. Let’s look at how procurement ecosystems can become more prepared for anything that comes their way. That is, until something goes wrong.

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Supply Chain Normalcy? Think Again.

Supply Chain Shaman

As consumer spending fell, the days of escalating ocean freight and extreme shipping variability eased this year. In the face of variability, this is two-to-six weeks too long to make allocation or procurement decisions. Align the organization and focus resources on building adaptive modeling capability. (I What is normalcy?