Carl Mattsson
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- RAISE Summit40 min
Architecting the Agentic Enterprise | Traversal, Kong, Pigment & Twelve Labs | RAISE 2026
Shubho Sengupta, Anish Agarwal, Carl Mattsson, Eleonore Crespo, Soyoung Lee, Cathy Gao
Moderated by Kathy Gao of Sapphire Ventures, this panel unites five founders to address the critical transition of AI agents from experimental proof-of-concepts to reliable, autonomous enterprise production in 2026. The discussion identifies key obstacles such as non-deterministic failure modes, security friction, and accountability gaps, while proposing strategies like deterministic output layers, structured human-in-the-loop oversight, and outcome-based pricing to ensure value delivery. By analyzing data showing that most current AI initiatives fail to impact EBITDA, the session outlines a roadmap for shifting investment from edge use cases to core business operations through proprietary data infrastructure and stable governance models.