Innovate with AWS: Enabling industrial ops at Amazon fulfillment centers
summary
Amazon runs 300+ fulfillment centers (about 180 robotic-enabled) with ~200,000 robots, 150M Prime members and 500,000+ employees; a sortable FC handles ~1M units/day and forecasts ~400M products daily. Inventory and routing use Amazon Aurora and Neptune; vision and training run in Amazon SageMaker and SageMaker Ground Truth; conveyors and edge devices use AWS IoT Greengrass with Lambda and Step Functions. The facility implements random stow, real-time bin visioning, robot navigation from 2D floor barcodes and a SLAM scan‑label‑apply‑manifest line.
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chapters (7)
- 0:00Intro
- 9:09Amazon robotics
- 9:58Amazon Aurora
- 13:25Amazon SageMaker
- 20:17Random Stow
- 22:15Bin Vision
- 24:45Outro
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