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Demand Sensing: How to Unlock Smarter Supply Chains with AI

Logility

Artificial intelligence (AI) and rapidly developing generative AI tools provide complex, real-time, and in-depth insights specific to supply chain management. Further, AI-driven demand sensing allows businesses to combine scattered data which is essential for better forecast accuracy.

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Machine Learning in Demand Planning: How to Boost Forecasting

ToolsGroup

Machine learning (ML)a specialized field within artificial intelligence (AI)is revolutionizing demand planning and supply chain management. According to McKinsey , organizations implementing AI-driven demand forecasting solutions can reduce forecast errors by 30% to 50%.

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Demand Planning: Whipped And Chained by Tradition

Supply Chain Shaman

She wrote, “I have been working in the supply chain for 35 years, and we are still trying to solve the “demand” issue. Solving from a supply side seems to work for many companies I work with. Over the last two years, I actively engaged technologists and business leaders to redefine demand planning.

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Probabilistic Demand Forecasting: Revolutionizing Supply Chains

ToolsGroup

At ToolsGroup, we’ve long championed probabilistic demand forecasting (also known as stochastic forecasting) as the cornerstone of effective supply chain management software. In conventional supply chain planning , planners using basic tools (typically spreadsheets or legacy systems) forecast just one number for each item.

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Rethinking Direct Materials Sourcing: The Tools You Need To Manage Costs, Risks and Sustainability

Direct materials sourcing is evolving, with procurement now tasked not only with cost efficiency but managing sustainability and risk management. The environment is marked by heightened demand and expectations, compounded by challenges such as rising input prices, supply chain disruptions and geopolitical tensions.

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Improving Demand Forecast Accuracy with Machine Learning

ToolsGroup

Improving demand forecast accuracy is crucial for supply chain success. Traditional demand forecasting methods often fall short, resulting in inefficiencies, excess inventory, and lost revenue. Unlike static demand prediction models, AI-driven forecasting adapts over time, leading to improved demand forecast accuracy.

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Safety Stock – Mastering Demand and Supply Chain Planning

ToolsGroup

Safety Stock: Navigating Supply Chain Volatility Through Strategic Inventory Planning Demand volatility represents a critical challenge for supply chain executives today, with safety stock emerging as a key strategic tool to mitigate market uncertainties.

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Supply Chain Resilience Checklist

Strengthen your operations with the Supply Chain Resilience Checklist. This practical, easy-to-use tool helps your organization prepare for disruptions and ensure long-term continuity in an unpredictable world.

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Autonomous AI Agents Are the Future of Procurement and Supply Chain Operations

As early as next year, procurement and supply chain operations will begin to adopt AI agents, often called “agentic AI,” to work alongside employees to make and execute decisions with precision across procurement and even the most complex global supply chains.

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How a Global CPG Leader Optimized $500M of Direct Materials Spend and Exceeded Savings Goal

GEP’s sourcing expertise and market intelligence enabled the company to centralize sourcing and order management processes, strengthen key supplier relationships, and enhance supply chain resilience and agility. This is essential reading for all procurement and supply chain leaders.

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Procurement Is Navigating a Tech Tsunami (and It’s Upending How You Work)

Unified source-to-pay ecosystems. The GEP 2025 Procurement & Supply Chain Tech Trends Report breaks it all down. And if it feels like the old playbooks aren’t working anymore, that’s because they aren’t. Agentic AI. Autonomous procurement. These innovations are converging and transforming how procurement teams operate.

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How to Avoid the Pitfalls of Contract Management in Telecom & High-Tech

Continual technological changes necessitate adjustments to manufacturing and supply chain processes, leading to a heavy volume of contracts that outpaces most industries. The high-tech and telecom sectors face a contract management crisis if the process isn’t managed properly. What can CPOs do to ease the contract management burden?

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.

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New Study: 2018 State of Embedded Analytics Report

Why do some embedded analytics projects succeed while others fail? We surveyed 500+ application teams embedding analytics to find out which analytics features actually move the needle. Read the 6th annual State of Embedded Analytics Report to discover new best practices. Brought to you by Logi Analytics.

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How to Package and Price Embedded Analytics

Just by embedding analytics, application owners can charge 24% more for their product. How much value could you add? This framework explains how application enhancements can extend your product offerings. Brought to you by Logi Analytics.