Edge AI: Running Agentic Intelligence Where Internet Can't Reach
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Nitin Eusebius
AWS
Principal Solutions Architect
Supermodel Labs began by exploring how ordinary computers could become useful AI infrastructure. That exploration became Aquaduck: a hybrid AI platform that turns existing business hardware into private inference infrastructure with selective cloud routing and its own powerful on-device AI agent.
We’ll cover what we learned about distributed inference and hybrid AI inference routing; what we’ve built and achieved so far; and how businesses can use hybrid AI to gain greater control over their data, infrastructure, and AI costs.
World Congress 2026 North America
Nitin Eusebius
AWS
Principal Solutions Architect
Kirah Sapong
Aquaduck AI
Co-founder & CTO
Andreas Erben
daenet/ACP Digital
CTO Applied AI
An Phan
Hippo Harvest
Sr. Data Infrastructure Engineer