Question · Q3 2026
Peter Levine sought clarification on the types of usage-based AI projects customers are scaling from pilot to production, how these are monetized, and whether the company anticipates contact center seat compression in the long term. He also asked about the momentum from new partner programs and future go-to-market strategy adjustments.
Answer
Samuel Wilson, Chief Executive Officer, explained that customers are scaling micro use cases such as serial number routing, FAQ answers, biometric security checks, and self-service payments, citing a healthcare deal that freed up agents. He reiterated that total contact center seats are currently increasing. Regarding future seat compression, he stated it's possible but less critical than increasing total revenue per customer and stickiness. He noted quarter-on-quarter increases in pipeline, especially for new products and the channel business, as partners become more comfortable selling AI-based solutions, with channel business now outperforming direct sales.
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