SmartSupplyAI — The weekly briefing on AI in supply chain and logistics

Week 43 · 2026 · Oct 19 – 25, 2026 · 392 sources analyzed

Amazon plans faster at scale as one customer cuts 52-week planning time 40%

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This report draws on 392 source articles published from 19 to 25 October 2026, covering 314 distinct stories. New this week, Amazon Connect Decisions customers reported a 40% reduction in the time needed to build a 52-week plan, CEVA reported a 40% gain in route-planning productivity, and the LiteLLM compromise showed how software-supply-chain attacks can expose AI credentials.

This week in 60 seconds

  • Planning gets a production measure: Amazon Connect Decisions customers reported faster long-range planning and more SKUs managed, while Cencora executives cautioned against deploying pharma agents without strategy and human oversight.
  • Routing moves beyond trial: CEVA reported higher planning productivity at more than 40 U.S. locations and plans to extend the tool to France and the UK.
  • Supplier risk meets cyber risk: Microsoft reported credential theft through compromised LiteLLM software, while manufacturing and fashion reporting highlighted upstream provenance gaps.
  • Physical AI advances unevenly: Warehouse and factory projects broaden, but port-industry research found few organisations able to show measurable earnings gains from AI.
  • AI demand reshapes capacity: Chip, packaging, power and data-centre logistics investments accelerate even as grid, component and skilled-labour constraints remain visible.

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The weekly briefing on AI in supply chain and logistics: a sourced editorial every Monday, the articles of the week and a podcast.