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Forecasting & Demand Planning

Watch: Integrated Business Planning: Decision-Making by Design
Donald McNaughton, business advisor and member of the board of Oliver Wight Americas, explains why so many IBP initiatives fail to result in actual decision-making.
Integrated Business Planning Decision Making By Design (1)
The Holiday Inventory Challenge: Getting Products in the Right Place
The best-prepared retailers will turn a broad inventory picture into a clear understanding of what each store needs.
Image: iStock.com/ChayTee
Comarch Named a Leader in the 2026 IDC MarketScape for Worldwide E-Invoicing Compliance Solutions
Comarch
Comarch has been named a Leader in the IDC MarketScape: Worldwide Compliant E-Invoicing Solutions 2026 Vendor Assessment. The report evaluates worldwide technology providers on both their current capabilities and their long‑term strategy for helping enterprises manage compliance across multiple jurisdictions.

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10 Questions to Ask Before Choosing an e-Invoicing System Provider
Comarch
Find out how to choose an e-invoicing partner that keeps you compliant, connected, and ready for what’s next.
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How L’Oréal Strengthens Global Demand Forecasting in a Volatile Beauty Market
How do you forecast demand for hundreds of luxury beauty brands across 150 countries when consumer behavior changes month to month? That's the problem L'Oréal's Luxury Division faces every planning cycle.
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Handling Supply Chain Change: SAP's Road Map for AI-Enabled Transformation
SAP
As global supply chains face mounting complexity, AI is evolving from a tool that informs to one that acts — and that shift is happening faster than most anticipated. In this session from SAP Connect Virtual, Koen Jacobs, Global CRO for Supply Chain Management at SAP, and SangJoon Kim, Director of Next Generation Supply Chain Management at LG Innotek, explore what the autonomous supply chain means in practice — and what it takes to get there.
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When IBP Falls Short, Industrial Planning Steps Forward
In this panel discussion, top FMCG industry leaders speak of how Industrial Planning, a reshaped supply chain mechanics, helps businesses to be closer to production execution with a concurrent and collaborative approach powered by Virtual Twin technology.
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Intelligent Automation in Warehousing: An AI Roadmap
AutoStore
Artificial intelligence is rapidly reshaping warehouse operations, offering new opportunities to improve efficiency, optimize decision-making, and increase performance. Yet while many organizations are investing in AI, adoption alone does not guarantee confidence or long-term success.
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The Supply Chain Decision Gap: Improving Decision-Making through Continuous Optimization
4flow
In this eBook, you'll discover why supply chain leaders are rethinking how decisions are made across planning, logistics and operations. Learn how optimization can help teams evaluate trade-offs more effectively, respond earlier to changing conditions and improve performance without replacing existing systems and enabling better coordination between planning and execution when disruption occurs.
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Your Supply Chain Has an Enterprise Debt Problem
Systems got added region by region, asset by asset, usually to solve whatever problem was in front of someone at the time.
Image: iStock/Prae_Studio
Manufacturers Digitized the Factory. Now They Need to Fix the Data Coming In.
The next phase of manufacturing digitization will be to improve information flow across boundaries, because ultimately, every factory still depends on the data that tells it what to do.
Image: iStock/B4LLS
Agentic AI's Governance Test for Global Supply Chains
Supply chain leaders aren’t waiting to see whether agentic artificial intelligence works before putting it to work.
Image: iStock/wildpixel
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Case Studies
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Case Studies
How a Leading U.S. Floral Distribution Company Reduced Warehouse Labor Costs by 45% with RFID
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Recycled Tagging Fasteners: Small Changes Make a Big Impact
Mobile geolocation service for track delivery, cargo shipment and freight transportation. Logistic Import Export business (Elements of this image furnished by NASA)
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Enhancing High-Value Electronics Shipment Security with Tive's Real-Time Tracking
Franchise business e-commerce online e-marketplace or digital marketing branch expansion for growth or use technology to analyze product consumer data website management plan for sale service concept.
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Moving Robots Site-to-Site