AI INFRA SUMMIT 6

​AI infrastructure has moved past the scramble for chips. Every enterprise is now somewhere between an AI pilot and AI in production, and most are stuck in the middle. The models work. The hard part is everything underneath and around them: the infrastructure to run workloads reliably, the economics to make them pay, and the organization to actually adopt them.

​AI INFRA SUMMIT 6 brings the enterprise leaders working through that problem together with the infrastructure providers and developers who can solve it, for one day at The Midway in San Francisco.

​Two conversations, one room. Enterprise leaders talk openly about where their AI transformation stands: what is live, where it broke, and which use cases are paying off. In the same room, neocloud and inference operators, silicon and systems leaders, and networking, storage, power, and data center builders share what is now possible on the infrastructure side.

​Below the stack, above the noise.

​What We're Talking About

​Cross-cutting thread: agents are the new workload.

​Infrastructure

• ​Tokens per watt is the new scoreboard

• ​Agentic workloads break the old sizing math

• ​Inference-first architecture and challenger silicon

• ​AI factories at speed: modular builds, liquid cooling, power

• ​Open scale-up networking

• ​Neocloud economics and capital

​Enterprise

• ​Pilot to production: what the leaders did differently

• ​ROI and cost control: FinOps for AI

• ​Agent governance and security

• ​Sovereign and private AI

• ​Build, buy, or rent compute

• ​Organizational adoption: humans and agents as one workforce

​Development

• ​The inference control plane

• ​Open models plus proprietary data

• ​Connecting agents to enterprise knowledge

• ​AI-assisted software development at scale

• ​Physical and edge AI

​Why Attend

​This is the day supply and demand for AI infrastructure meet in the same room.

• ​Enterprise leaders: a straight read on your real options, honest cost and ROI benchmarks from peers, and direct access to the operators behind the stack, without the hyperscaler sales pitch.

• ​Infrastructure providers: hear directly from the enterprises who will sign your contracts and meet the partners you will build with.

• ​Developers: the deployment patterns and roadmaps you will build on next year.

​Sessions are working conversations, not vendor pitches, and the networking is set up for pilots, partnerships, and signed deals.

​Who's in the Room

• ​2,800+ unique attendees from nearly 2,000 companies across AI INFRA Summits

• ​58% Director level or above

• ​52 neoclouds at NeoCloud Summit (Oct 2026)

• ​Enterprise leaders, neocloud and inference operators, silicon and systems leaders, data center, power, networking and storage builders, investors, and developers

​Previous Agenda

​Sponsors

• ​WEKA

• ​Supermicro & AMD

• ​SambaNova

• ​Upscale

• ​QumulusAI

• ​Cisco

• ​DriveNets

​Getting There

• ​Parking is very limited during the day. Public transit or rideshare is strongly recommended.

• ​Muni T Third line and the 15X both stop one block away at 3rd St & Marin St.

• ​Closest parking lot: 20th St & Illinois St (about a 20-minute walk).

​Stay Updated

​Agenda and speakers announcing soon. All IgniteGTM events in one place: portal.ignitegtm.com ignitegtm.com | aiinfra.live