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UID:pretalx-pydata-eindhoven-2025-XMJ9LX@cfp.pydata.org
DTSTART:20251209T100000Z
DTEND:20251209T103000Z
DESCRIPTION:At IKEA\, retail planning is a complex chain of processes\, fro
 m sales forecasting to fulfillment and capacity assessment\, that involve 
 multiple teams. Each team builds their own predictive models independently
 \, yet their outputs depend on one another to ensure a concise planning ch
 ain. \n\nIn this talk\, we will show how IKEA uses Metaflow\, an open-sour
 ce framework for building and managing real-life ML\, to orchestrate and c
 onnect the forecasting pipelines for more than thirty countries. We’ll d
 iscuss how Metaflow helps align independent teams\, improve readability\, 
 and enable reproducible workflows and scale. \n\nYou will leave with pract
 ical approaches for an aligned team workflow and concrete patterns for orc
 hestrating ML/AI pipelines.
DTSTAMP:20260425T190323Z
LOCATION:Auditorium
SUMMARY:Scaling Retail Planning at IKEA: Orchestrating Sales\, Fulfillment 
 and Capacity Assessment with Metaflow - Yannick Mariman\, Harlley de Lima
URL:https://cfp.pydata.org/pydata-eindhoven-2025/talk/XMJ9LX/
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