Question · Q4 2025
Radi Saltan inquired about the drivers behind the growth inflection, specifically distinguishing between improved demand backdrop and proactive product and go-to-market initiatives.
Answer
President and CEO Steve McMillan attributed the growth to the opening AI marketplace, capitalizing on investments from late 2024 and 2025, improved retention rates, effective market teams, and a cascade of product announcements like Enterprise Vector Store and AI model ops. He also highlighted the retooling of the services business to deliver AI services. CFO John Ederer explained that while migrations are harder to time, expansions offer more consistent cadence. He noted that typical seasonality with Q1 erosion and a strong Q4 finish is expected for ARR in 2026.
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