Change Agents

AI is on the Menu — Logistics at $7B+ Scale


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  • The iceberg model: AI opportunity above the surface, data, process, and change management risk below
  • 4,000 supply chain simulations run weekly — from gut instinct to data-driven at scale
  • The 2x2 decision framework: automate low-cost, high-frequency decisions first
  • 30% productivity unlock through human + AI pairing — how to make it real, not aspirational
  • The great knowledge worker reset: AI doesn't replace critical thinking, it demands more of it
  • Subscription model as a supply chain superpower — demand signal clarity at the front end
  • Pennies over pounds: why transformation lives in aggregated small wins, not moonshots
  • STANDOUT QUOTES

    "Just because there's an iceberg in the ocean doesn't mean you don't sail. You need to understand it and recognise the mass under the water."

    "The value exists in the pennies. There are so many pennies across the company that a single AI solution can cut across and deliver at volume and at scale."

    "We don't need paper pushers. We need people who add value, think, and make sure the output makes sense."

    EPISODE CHAPTERS

    00:00  Cold open — the iceberg, the reset, the pennies

    02:30  HelloFresh at scale: 15+ markets, 4 brands, $7B

    10:00  Amazon vs. HelloFresh: building at scale from day zero vs. growing into it

    18:00  Supply chain architecture: cold chain, last mile, subscription advantage

    24:00  Macro volatility: tariffs, trade wars, resilience at the board level

    31:00  The 2x2 decision framework — where AI belongs right now

    38:00  Two real AI deployments at HelloFresh: knowledge search and delay prediction

    46:00  The great knowledge worker reset — talent, education, and the frozen middle

    54:00  Board-level transformation: top down, bottom up, middle out

    58:00  Rapid fire + close

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    Change AgentsBy Nitin Jayakrishnan, Suja Chandra