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From Networks to Data: An Anthropologist’s Journey into the Culture of Venture Capital

  • Anthropology researcher Emily Tao delves deep into Venture Capital (VC) to understand its culture and practices.
  • VCs largely rely on networking to create deal flow, whereby investors get around 75% of their investments from network-driven sources.
  • Robust networks with domain-specific operators, investors and experts become crucial during the due diligence stage.
  • Data-driven venture capital (DDVC) is an emerging practice reshaping the VC landscape.
  • DDVC firms integrate data and machine learning into every aspect of their business.
  • VC traditionally thrives on secret information, but DDVCs aims to change that by unlocking the black box with data.
  • Diversity is still an issue in the VC industry, and data and AI exhibit bias. For instance, data's created by humans and algorithms mirror historical biases.
  • DDVC is not a panacea for the human issues within VC, but it represents a cultural transformation.
  • DDVC is not the only answer for the VC industry and is one that's still in its early stages.
  • Interviewees such as Jenny Tooth, Rob Kniaz and John Spindler provided essential insights into the VC industry.

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