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How do you teach a robot to pick and pack 50,000+ unique items? 🦾 It’s too complex to hard-code. So you train it. To develop On-Grid Robotic Pick \(OGRP\), our team used Learning by Demonstration: teaching robotic arms using human motion capture. Behind the scenes is a multi-layered AI stack, including: - Advanced control models - large neural networks that use live camera feeds to produce control signals - Inspection models - anomaly detection systems that adapt picking strategy on the fly - Deep reinforcement learning - continuously improving performance from millions of production picks Watch below how software, hardware, and AI come together in OGRP - and what it takes to solve one of the hardest problems in warehouse automation. {hashtag|\#|OcadoGroup} {hashtag|\#|automation} {hashtag|\#|AI} {hashtag|\#|robotics} 

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"A truly successful partner relationship is built on deep operational understanding, proven technology, and shared responsibility for outcomes. Our business model is aligned with the retailer’s success - we succeed when they succeed." With over 15+ years of experience in online grocery, @[Lawrence Hene](urn:li:person:F6Z5Oc\_bWI) leads the Partner Success team, which aims to drive growth, optimise performance and realise value for our partners across the globe. Read our full interview: https://lnkd.in/ee-NPts2 {hashtag|\#|OcadoGroup} {hashtag|\#|onlinegrocery} {hashtag|\#|automation} 

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Next year, @[Asda](urn:li:organization:7001) will transform their operations and customer service through a newly migrated system that runs entirely on the Ocado Smart Platform \(OSP\). But how do you integrate grocery operations into a new platform without impacting customers? This is where our market-leading technology and deep expertise comes in: https://lnkd.in/e3XvKpVx {hashtag|\#|OcadoGroup} {hashtag|\#|onlinegrocery} {hashtag|\#|Asda} {hashtag|\#|grocery} 

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For more than two decades, we've been using data, AI and cutting-edge technology in our own operations to transform online grocery ecommerce. Today, shoppers around the globe place millions of orders using the Ocado Smart Platform. This is how ecommerce acts as a growth engine for online grocery: https://lnkd.in/eQsr\_Up5 {hashtag|\#|OcadoGroup} {hashtag|\#|onlinegrocery} {hashtag|\#|ecommerce}

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