News & Analysis driven by the PitchBook Platform ARTICLES REPORTS Q3 2021 Emerging Tech Research: Supply Chain Tech Read report Q3 2021 Global Real Assets Report Read report Q4 2021 PitchBook Analyst Note: Taking off AI's Training Wheels Read report The PitchBook Institutional Research Group is a provider of research services to private market investors, advisers and market participants. The group provides investment strategy, fund performance and industry research through a differentiated, framework-driven approach. Built to track the lifecycle of private capital markets, the group brings to the private markets the insights, trends and forecasts that have long been available for public market investors. Filter reports: Topic Type Year Grid List Market Updates The latest trends, insights and analysis on core areas related to VC, PE and M&A—driven by data from the PitchBook Platform. Global Real Assets Report November 22, 2021 15 pages This edition of our Global Real Assets Report covers key trends within the fund strategy, including infrastructure and oil & gas. Data available in XLS DACH Private Capital Breakdown November 19, 2021 17 pages The 2021 DACH Private Capital Breakdown captures the biggest trends across PE and VC, including data on deals, exits, and fundraising through Q3. Data available in XLS Private Fund Strategies Report November 16, 2021 34 pages PitchBook's Private Fund Strategies Report offers a fundraising overview and analysis for private equity, venture capital, real estate, real assets, debt, funds of funds, and secondaries. This quarter's edition focuses on data through Q3 2021. Data available in XLS See all Market Updates Emerging Tech Comprehensive deep dives into nascent technology industries that include market maps, business models, industry drivers, segment outlooks and more. Emerging Tech Research: Supply Chain Tech December 1, 2021 9 pages This Emerging Tech Research report serves as a quarterly snapshot of the supply chain tech vertical in Q3 2021, covering emerging opportunities and select company highlights. PitchBook Analyst Note: Taking off AI's Training Wheels November 22, 2021 5 pages This analyst note identifies the use cases and model architectures driving AI & ML exits over $1 billion. Emerging Tech Research: Artificial Intelligence & Machine Learning November 17, 2021 9 pages This Emerging Tech Research report serves as a quarterly snapshot of the artificial intelligence & machine learning vertical in Q3 2021, covering emerging opportunities and select company highlights. See all Emerging Tech Analyst Notes In-depth analysis on niche topics and analyst focus areas including subjects like GP stakes, SPACs, impact investing and more. PitchBook Analyst Note: Taking off AI's Training Wheels November 22, 2021 5 pages This analyst note identifies the use cases and model architectures driving AI & ML exits over $1 billion. PitchBook Analyst Note: Petershill Partners PLC November 17, 2021 10 pages This analyst note explores the recent public listing of Petershill Partners PLC and its implications for the GP stakes industry. PitchBook Analyst Note: Beverage Robots November 15, 2021 9 pages Our latest Emerging Tech Research analyst note explores major trends driving the demand for beverage robots and provides an overview of emerging VC-backed startups in the nascent industry. Data available in XLS See all Analyst Notes Benchmarks Proprietary and comprehensive fund performance benchmarks providing insight into performance relative to other asset classes and private market strategies. PitchBook Benchmarks (as of Q1 2021) October 7, 2021 PitchBook Benchmarks aim to help both LPs and GPs better understand fund performance relative to broader asset classes and other private market strategies. This edition features data through Q1 2021. Data available in XLS PitchBook Benchmarks (as of Q4 2020) June 30, 2021 PitchBook Benchmarks aim to help both LPs and GPs better understand fund performance relative to broader asset classes and other private market strategies. This edition features data through Q4 2020. Data available in XLS PitchBook Benchmarks (as of Q3 2020) May 6, 2021 PitchBook Benchmarks aim to help both LPs and GPs better understand fund performance relative to broader asset classes and other private market strategies. This edition features data through Q3 2020. 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