Building AI infra may be easier than selling AI outcomes with clear ROI

seankinneyRCR · x · 2026-10-26

Sean Kinney hosted an RCR Tech Roundtables closed-door forum on AI infrastructure in Dallas (50 senior executives, 2 roundtables), focused on approaches to monetizing AI inference.

His key takeaway: building AI infrastructure is maybe easier than selling AI-enabled business outcomes that carry clear ROI. The compute and inference stack has matured, but the real bottleneck is proving and delivering quantifiable business value to customers.

A practitioner's field observation — light on details, but it pinpoints the central tension in AI commercialization today.

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