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Executives Exploring AI Need to Understand Data Fabrics

Logistics Viewpoints

Frederic Laluyaux, the CEO of Aera Technology, agrees with this assessment. Masson of ARC points out, “Each AI use case requires specific datasets and may necessitate different tools and techniques.” Short-term forecasting relies on POS and other forms of downstream data. trillion rows of data into the platform. “So

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Manhattan Associates Joins a Select Group of SCM Software Vendors in the Billion Dollar Club

Logistics Viewpoints

Manhattan joins a select group of supply chain software suppliers generating over $1 billion in annual revenue. Manhattan Associates is a leader in two markets, warehouse management systems and omnichannel systems. The WMS solution optimizes productivity and throughput in distribution centers and warehouses.

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Unlocking Supply Chain Potential with AI Agents and Multi-Agent Workflows

Logistics Viewpoints

Volatile markets, global disruptions, and the need for real-time insights are pushing traditional systems to their limits. Understanding AI Agents At its core, an AI Agent is a reasoning engine capable of understanding context, planning workflows, connecting to external tools and data, and executing actions to achieve a defined goal.

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Warehouse Management Systems (WMS): Growth Accelerated in 2021

Logistics Viewpoints

I just completed the data gathering process for ARC’s global Warehouse Management Systems (WMS) market research study. Although I have not yet completed the market forecast, I certainly have a good feel for what the WMS market experienced in 2021. Modern APIs, pre-built connectors, and warehouse analytics were all noted.

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Amazon and the Shift to AI-Driven Supply Chain Planning

Logistics Viewpoints

They integrate AI into demand forecasting, inventory optimization, and logistics operations to improve efficiency, reduce costs, and mitigate risks. Organizations examine past sales trends, apply seasonal adjustments, and make forecasts based on historical models. Amazon is a leader in AI-driven supply chain management.

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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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How Smart Contracts Are Impacting Supply Chains

Logistics Viewpoints

Even digital advancements, like Enterprise Resource Planning (ERP) systems, only partially solve these challenges because they still need centralized oversight and reconciliation. Smart contracts are software programs that self-execute and are stored on a blockchain. AI-Driven Demand Forecasting: Federated learning algorithms (e.g.,