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GenAI Transforms S&OP: Better Alignment and Improved Employee Experience

Logility

The groundbreaking technology is transforming how companies manage sales and operations planning (S&OP). S&OP provides the perfect starting point for companies interested in putting AI to work. A significant advantage of GenAI in S&OP is the automation of complex data analysis.

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Leveraging Scenario Planning for S&OP Decision Support

AIMMS

However, one-third of SCP leaders cite “the lack of effective decision making in the S&OP meeting process as the most critical problem to solve for their function’s overall performance” (source: Gartner, Improve S&OP Decision Making Through Scenario Planning , Supply Chain Research Team, 4 May 2020).

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Make Room for Leadership to Drive S&OP

Supply Chain Shaman

In my recent Mea Culpa post, I mentioned my prior work on Sales and Operations Planning (S&OP), and the importance of leadership. Leadership and S&OP? Observations on What It Takes In the Mea Culpa post, I wrote that I used to believe that excellence in S&OP was a ratio of 60/30/10. (60%

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The S&OP Technology Quadry

Supply Chain Shaman

Sales and Operations Planning (S&OP) is a business process. I have tracked maturity levels in S&OP for the past two decades and note that most companies are stuck unable to drive progress. Largest Challenges with S&OP In this post, my focus will be on the technology selection. Sound familiar?

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5 Powerful Prescriptive Analytics Examples in Supply Chain

Sales and operations planning (S&OP). Sales and Operations Execution (S&OE). Supply chain, with its complex planning questions, is typically an area where optimization technology is required. Read about 5 use cases. Supply Chain Network Design. Inventory optimization. Warehouse optimization.

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Christmas S&OP 2025: Santa & Opening Presents

Enchange Supply Chain Consultancy

A seasonal example of the many challenges and benefits of S&OP. A key feature of the Enchange Supply Chain House.

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5 Recommendations towards a Resilient S&OP

Logistics Viewpoints

Sales & Operations Planning (S&OP) as a process has been around since the 1980’s. While the terminology evolved, the underlying thesis of S&OP has stayed the same, i.e., bridge the divide between sales forecasts and operational plans while respecting the budget.

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