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      Dry Powder: The Private Equity Podcast

      An Expert’s Guide to Advanced Analytics

      In the second of a two-part interview, Bain's Richard Lichtenstein joins Hugh MacArthur to discuss how PE firms can gauge employee sentiment at a target and use data to find white space.

      Di Hugh MacArthur e Richard Lichtenstein

      Podcast

      An Expert’s Guide to Advanced Analytics
      en

      The easiest way to grasp the power of advanced analytics is simply to consider the clickstream data of the typical shopper. As she searches Amazon, scrolls through websites and taps at apps, that shopper is feeding a whole new stream of behavioral data into due diligence models. But B2C data is only the beginning of advanced analytics, according to Richard Lichtenstein, who oversees advanced analytics for the Private Equity practice at Bain & Company. Listen to part two of my interview with Richard below.

      “What’s surprising, I think, to a lot of people is that in B2B, you can actually get a lot of the same kind of data,” Richard told me in the previous episode of Dry Powder. If you haven’t yet heard that episode, definitely go back and listen, as it’s an essential primer on advanced analytics.

      But if you’re ready to go to the cutting edge, tune into the second part of our discussion, as Richard describes some of the revealing data he scrapes from less-explored quarters of the web—from online forums where employees can vent about a target company, to network graphs that carry the traces of attrition and churn. He'll also describe a tool that enables Bain’s global clients to spot market opportunities anywhere in the world, down to a single zip code.

      Catch new episodes by subscribing to Dry Powder on Apple Podcasts, Google Podcasts, Spotify or wherever you may listen.

      MORE PODCASTS

      The Private Equity Podcast

      In our podcast series, Bain's Hugh MacArthur interviews leading experts on the trends and opportunities that will redefine the private equity industry.

      Autori
      • Headshot of Hugh MacArthur
        Hugh MacArthur
        Partner, Boston
      • Headshot of Richard Lichtenstein
        Richard Lichtenstein
        Alumni, New York
      Contattaci
      Industry collegate
      • Private Equity
      Servizi di consulenza collegati
      • AI, Insights, and Solutions
      Private Equity Podcast
      Spotting the Downturn Early and Coming Out Ahead with Gryphon’s David Andrews

      We ask the co-CEO of Gryphon Investors how he spotted one of the harshest cycles in the industry’s history and when he thinks it may finally break.

      Leggi di più
      Private Equity Podcast
      What Kind of AI Cycle Are We Actually In?

      The question for investors is not whether AI will boom or bust, but who may be unwittingly subsidizing the buildout.

      Leggi di più
      Private Equity Podcast
      Macro Update: What Could Derail 2026?

      Bain’s leading macroeconomic expert examines the cracks beneath the surface of the US market and how investors should prepare for post-globalization realities.

      Leggi di più
      Private Equity
      What Differentiates Winning Healthcare IT Investments

      Amidst continued high-valuation multiples and competitive deal processes, a disciplined focus on value-creation levers distinguishes winning bids and successful exits.

      Leggi di più
      Private Equity Podcast
      Nothing Is Fundamentally Broken … Yet Again

      Host Hugh MacArthur reflects on an emotionally turbulent year, the data underlying the noise, and the potential for a turnaround in 2026.

      Leggi di più
      First published in settembre 2019
      Tags
      • AI, Insights, and Solutions
      • Private Equity
      • Private Equity Podcast

      Come abbiamo aiutato i nostri clienti

      Smart Pricing Helped a Private Equity Firm Unlock More Value

      Leggi un caso di studio

      Rapid Tech Due Diligence Helped a Private Equity Firm Invest with Confidence

      Leggi un caso di studio

      Finding profit potential in a struggling private equity portfolio company

      Leggi un caso di studio

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