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cover of episode ‘The First Day Is the Worst Day’: DHL’s Gina Chung on How AI Improves Over Time

‘The First Day Is the Worst Day’: DHL’s Gina Chung on How AI Improves Over Time

2020/10/27
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Me, Myself, and AI

AI Deep Dive AI Chapters Transcript
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Gina Chung
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Sam Ransbotham
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Shervin Khodabandeh
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Gina Chung: DHL利用AI和计算机视觉技术自动化托盘检查,提高效率并减少损坏。AI算法的准确性会随着时间的推移和更多数据的输入而提高,需要一个持续训练的循环来改进算法。在AI项目中,需要让一线员工参与到设计和决策过程中,并允许他们选择是否遵循AI的建议。成功的关键在于变革管理,尤其是在引入尖端AI和机器人技术时。最终用户不需要深入了解AI技术细节,他们只需要一个可靠易用的工具。AI可以用于优化最后一公里配送和取货路线,并允许司机根据自身经验选择是否遵循AI的建议。成功的创新经理需要具备深厚的技术理解、对业务运营的了解以及与客户沟通的能力。AI项目的启动可以来自多个方面,包括业务部门、创新团队、客户和合作伙伴。AI和机器人技术正在重塑物流业的未来,将早期概念验证和试点项目转化为行业标准令人兴奋。将现有的供应链风险管理工具与AI结合,可以更准确地预测和量化供应链风险。 Sam Ransbotham: AI的应用不仅仅是技术问题,更重要的是变革管理。 Shervin Khodabandeh: AI的应用需要一个学习过程,并且需要在设计阶段就让用户参与进来,并设定合理的预期。AI的应用可以改变组织文化,并促进持续改进。

Deep Dive

Chapters
The episode introduces the concept of AI as a force of change in organizations, emphasizing the need for a learning process and cultural shift to embrace innovation.

Shownotes Transcript

As vice president of innovation at logistics company DHL, Gina Chung oversees a 28,000-square-foot innovation facility in Chicago. Fascinated with supply chains since college (“I think it’s something to do with the fact that I’m from New Zealand and grew up in a pretty isolated part of the world,” she explains), she spearheads AI and robotics projects focused on front-line operations — like automated pallet inspection and stacking, delivery route optimization, and aircraft utilization.

Gina notes that “the first day for AI is the worst day”: The technology improves with human input over time, achieving accuracy to a level where people trust and embrace it. She describes how success requires closely collaborating with key stakeholders, integrating change management, bringing teams along when introducing new technology, and designing solutions with the end user in mind. Read the episode transcript here).

Read more about our show and follow along with the series at https://sloanreview.mit.edu/aipodcast).

Me, Myself, and AI is a collaborative podcast between MIT Sloan Management Review and Boston Consulting Group, hosted by Sam Ransbotham and Shervin Khodabandeh. Its engineer is David Lishansky, and the coordinating producers are Allison Ryder and Sophie Rüdinger.

Guest bio: Gina Chung is vice president, Innovation Americas, at DHL, where she is responsible for DHL’s Americas Innovation Center, a purpose-built platform to engage customers, startups, and industries on the future of logistics. She manages a portfolio of projects focused on the rapid testing and adoption of technologies such as collaborative robotics and artificial intelligence across logistics operations.

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