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关于“大数据”的讨论大多集中在数据技术和分析平台,以及老牌企业如何应用它们。虽然这些技术和平台对行业现有企业来说当然非常重要,但对于那些希望颠覆垂直行业的新初创企业来说,数据分析通常也是一个关键的组成部分。在许多情况下,利用数据创造新服务和竞争优势的最佳范例需要对组织设计进行彻底的重新思考,以便创建反馈循环并重新思考成本结构。我创立的SignalFire公司在我自己的行业——风险投资——中运用数据来获得竞争优势,但在交通、金融服务、零售、媒体和许多其他市场等行业中,这种趋势的例子数不胜数。在这次演讲中,我将讨论我们作为风险资本家如何分析这些趋势,并将研究一些特定公司利用数据在其行业中进行创新的案例研究。
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Leveraging data to change industry paradigms
Much of the conversation on "big data" is centered on data technologies and analytics platforms and how established companies apply them. While those technologies and platforms are certainly very important for industry incumbents, data analytics is also often a key building block for new start-up entrants looking to disrupt industry verticals. In many cases, the best examples of novel applications of data to create new services and competitive advantage require a complete rethinking of organizational design in order to create feedback loops and rethink cost structures. The company I founded, SignalFire is applying data for competitive advantage in my own industry, venture capital, but there are myriad examples of this trend across industries such as transportation, financial services, retail, media and many other markets. In this talk, I will discuss how we analyze these trends as venture capitalists and will look at a few case studies of specific companies leveraging data to innovate in their industries.
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