Question · Q3 2025
Brian Kinstlinger inquired about the large Dataset delivery solution, its customer satisfaction, revenue consistency, and the pipeline for new customers, as well as the outlook for gross margin recovery and unit economics.
Answer
CEO Shachar Daniel clarified that the large Dataset delivery is a product demand, not a project, noting high customer satisfaction and good retention. He explained the difference in demand volatility between R&D and production-stage AI customers. Daniel detailed the strategy for gross margin recovery, including reducing reliance on third-party vendors by developing in-house solutions or acquisitions, and optimizing infrastructure efficiency. He anticipates lower third-party usage and material margin improvement in Q4, with potential for unit price increases as competition consolidates.
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