Swami Sivasubramanian

Speaker

Sessions (1)

Sessions featuring Swami Sivasubramanian at HumanX Amsterdam 2026

From Models to Agents at Scale

Swami Silva Subramanian argued that AI agents stall in production because teams chase demos while skipping measurement, governance, and clear business outcomes. Drawing on AWS customer work and Amazon’s own “thousand flowers” agent experiments, he showed how mechanisms that spot ROI and adoption signals turned Mesh Claw into the open-source Kiro Crew.

ai-agentsproduction-aiagent-governance

“We skip verification because it slows us down, and we actually skip governance because it's not as exciting as the next feature.”