Innovate with AWS: Enabling industrial ops at Amazon fulfillment centers
summary
Amazon runs over 300 fulfillment centers with 180 robotic-enabled sites and 200,000+ robots moving pods across 65% of ~1M ft² facilities to process about a million units per day for 150M Prime customers. Inventory is 99% auto-ordered across 400M SKUs using Amazon Forecast and relational and graph stores Amazon Aurora and Amazon Neptune. Computer vision and ML in Amazon SageMaker with Ground Truth power bin visioning and random stow, SLAM packaging and carrier choice, and AWS IoT Greengrass plus Lambda and Step Functions support conveyor monitoring and predictive maintenance.
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chapters (6)
- 0:00Start
- 9:47Temperature Screening
- 14:01Amazon Robotics
- 18:37Quality Control Measures
- 20:46Random Stow
- 22:15Bin Visioning System
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