Revisiting Insight Generation in the Age of Generative AI

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Ten years ago, I explored the process of insight generation. I presented its key stages and emphasized the characteristics distinguishing true data-driven insights from mere correlations. While the foundations of insight generation remain relevant, since the publication of my original article, the methods, tools, and implications have expanded dramatically. Generative […]
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The OEMs’ Dilemma with Software-Defined Vehicles

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Automakers are facing a complex dilemma relating to software-defined new energy vehicles. Should they proceed with aggressively investing and developing software-defined vehicles while facing a slowdown in demand for battery electric vehicles (BEVs), or continue developing Internal Combustion Engine (ICE) and hybrid vehicles (including plug-in hybrids) that are based on […]
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  • 11 January 2023
    January 11, 2023
  • Author esimoudis
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  • Views 1461
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Software-Defined Vehicles: Automakers Should Stick to their Plans

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Automakers must address two questions because of the environment they are currently facing. First, will they be able to make the announced Software-Defined Vehicle investments in the timeline they were projecting, or will they need to slow down their investment pace? Second, will they face any negative implications if they […]
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  • 27 September 2022
    September 27, 2022
  • Author esimoudis
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  • Views 1951
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Software-Defined Vehicles Need a New Customer Experience

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During the last twenty-five years, the automotive customer journey has become more complex. Incumbent automakers have tried to become more involved in various stages of the customer journey to improve the customer experience and establish a direct relationship with the customer. Software-Defined Vehicles will enable a richer and more personalizable […]
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The Benefits and Opportunities of Software-Defined Vehicles

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The automotive industry is investing aggressively in the development of Software-Defined Vehicles. These vehicles greatly facilitate the vehicle’s electrification, optimization and personalization, as well as the attainment of higher levels of driving automation. More broadly, these vehicles change how the industry designs, makes, sells, and services vehicles, and in the […]
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Transformations for Legacy Mobility Services Companies

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One of the main theses developed in Transportation Transformation is that, though still young, the app-based on-demand mobility services companies will need to transform before they can fully capture the opportunity afforded by new urban mobility. The book presents the decisions such companies must make and a framework that prescribes […]
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Stories and Lessons From Onboarding Teleworkers

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Automation, combined with digitalization and process engineering, will enable organizations to broadly utilize telework, address talent scarcity, and lower production costs. However, even as we make progress with automation, onboarding new employees to a telework-centric organization is emerging globally as a major challenge. Even simple processes associated with employee onboarding […]
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Linking Mobility to Work from Home

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In the book Transportation Transformation, I stated that several megatrends will necessitate the transformation of urban mobility from one that is centered around the privately owned vehicle to one that is offered as a service, combines multiple modalities, and promotes sharing. The pandemic forced many of us to work from home […]
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  • 08 February 2021
    February 8, 2021
  • Author esimoudis
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  • Views 2328
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Aligning Employee and Employer for Telework

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Our thesis is that after the pandemic telework will become a permanent corporate practice across industries rather than the emergency measure it is today. Many industries, including transportation, travel and hospitality, retail, education, and even manufacturing and healthcare, will broadly adopt telework. The post-pandemic adoption will be based on corporate […]
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