Achieved the $1 billion revenue threshold for the first time, representing a $350 million increase since the company's 2021 public debut.

Attributed strong performance to the transition of the industry from AI experimentation to scale deployment, with AI-based solutions now contributing approximately $100 million in annual revenue.

Maintained a 99% gross dollar retention rate, which management views as a testament to the platform's role as the core operating rail for the insurance economy.

Leveraged a proprietary repository of $2 trillion in real-world outcome data to build decision engines that meet high regulatory bars for explainability and defensibility.

Expanded the addressable market beyond auto through the EvolutionIQ acquisition, securing 9 of the top 15 U.S. disability carriers and entering the workers' compensation sector.

Strengthened product leadership with the appointment of Josh Valdez to accelerate the delivery of AI capabilities that customers can deploy at scale.

Observed that while claim frequency may fluctuate, the increasing complexity and severity of claims drive greater reliance on CCC's deeply embedded workflows.

Anticipates 2026 revenue between $1.147 billion and $1.157 billion, representing approximately 9% organic growth at the midpoint.

Expects adjusted EBITDA margins to expand to 42% for the full year, driven by continued cost discipline and operating leverage as new solutions scale.

Projects a significant reduction in stock-based compensation from 17% of revenue in 2025 to 13% in 2026, with a trajectory toward single digits by 2027.

Assumes continued momentum in AI adoption, noting that current utilization remains in the low single-digit to low double-digit percentages, providing a long runway for growth.

Focuses capital allocation on share repurchases, including a new $500 million authorization, while remaining highly selective regarding future inorganic investments.

Completed a $300 million share repurchase program in Q4 2025 and initiated a new $300 million accelerated share repurchase program in mid-December as part of a disciplined capital allocation framework to deliver long-term shareholder value.

Noted that 85% of revenue is now subscription-based, which significantly reduces the company's sensitivity to fluctuations in industry claim volumes.

Acknowledged that while new product launches create short-term gross margin pressure due to depreciation and support costs, unit economics remain strong at scale.

Identified a massive structural labor shortfall in the insurance industry as a primary long-term tailwind for automation and AI adoption.

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Management noted that while frequency might slightly decline, the severity and complexity of claims are increasing, which outweighs frequency shifts.

Cited internal data showing San Francisco, a hub for autonomous vehicles, actually has slightly higher claim frequency than the rest of California.

Acknowledged that these are complex implementations requiring significant change management for customers.

Stated that learnings from early deployments and additional expertise led to a notable revenue increase from Q3 to Q4 2025.

Management views these models as complementary rather than competitive, noting they already use multiple third-party models internally.

Argued that CCC's advantage lies in hyper-local data and deeply integrated vertical workflows that general-purpose models cannot easily replicate.

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