John P. Kelly is Head of Client Innovation at CB Insights, the world leader in private company data and market intelligence. He leads the firm’s work with financial institutions, advising banks, asset managers, and capital markets teams on how to apply CB Insights’ data to high-stakes decisions—helping them identify quality and opportunity in the often opaque private company sector.

A core part of his work is using validated data to help clients assess the quality of private companies—for investment, acquisition, partnerships, sales, and broader investment intelligence purposes. His focus is on making that data truly actionable for clients.

With a background in predictive analytics and AI, he specializes in turning complex data across companies, investors, and deals into practical insights. He has spent his career at the intersection of data, technology, and financial services, working globally with clients to drive better outcomes.