Question · Q4 2025
John Barnidge asked for more details on the trend of higher claim frequency in San Francisco compared to the rest of California, its emergence, magnitude, and correlation with autonomous vehicles. He also asked why concerns about the SaaS model are misplaced for CCC and how it provides leverage.
Answer
CEO Githesh Ramamurthy clarified that the observation of slightly elevated claim frequency in San Francisco was based on data from the last several quarters, but did not draw strong conclusions. He explained that CCC's unique value comes from its $2 trillion of historical, hyperlocal data, a deep network connecting 35,000+ companies, and embedded workflows that feed complex decision engines in a highly regulated industry, making its SaaS model distinct and valuable.
Ask follow-up questions
Fintool can predict
CCC's earnings beat/miss a week before the call


