2026 SXSW Austin Event

This event focuses on real infrastructure decisions: GPUaaS realities, hybrid architecture design, governance, and scaling AI responsibly. The goal is to cut through the hype and discuss how organizations are building AI environments that deliver flexibility instead of lock-in.

OVERVIEW

Pragmatic AI: Hybrid Infrastructure for a Regulated Reality – Scaling AI without sacrificing compliance, control, or cost discipline

AI workloads in regulated industries do not always fit into a single environment. And really, what industry isn’t facing legitimate regulatory and security concerns with the rise of AI? 
These workloads are increasingly unable to live entirely in public cloud. They cannot always remain in sovereign locations. Enterprises need optionality: the ability to place AI workloads where they make the most sense based on compliance requirements, latency, cost predictability, and operational maturity. Our Sponsors include:

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AGENDA

Infrastructure Strategy for Regulated Enterprises

This conversation is designed for CIOs, CTOs, CISOs, and senior infrastructure leaders navigating AI strategy in regulated environments.

Lightedge helps regulated enterprises design AI infrastructure strategies that prioritize optionality, compliance, and long-term scalability. We enable pragmatic choice.

**RSVP to gain access to all of the planned sessions. Participants have the flexibility to attend any individual session or join the entire series, whatever works best for you!

  • 9:00 AM – 10:00 AM Welcome Brunch & Networking: Executive brunch, curated networking, coffee bar, and mimosas.
  • 10:00 AM – 11:00 AM Session 1 “The Reality of GPUaaS – Performance, Cost, and Control: GPU as a Service promises elastic capacity and instant scale. In practice, regulated enterprises must evaluate data residency, auditability, predictable cost structures, and operational control. We’ll examine where GPUaaS makes sense, where it does not, and how hybrid design enables workload mobility across public cloud, private infrastructure, and colocation without lock-in.
  • 12:00 PM – 12:30 PM: BBQ Lunch & Networking
  • 12:30 PM – 1:00 PM: “AI Platform Highlight- Insights on Demand: SnowfireAI and Lightedge for Next Level Business Intelligence: In this 30-minute CEO spotlight, Snowfire AI shares why its platform stands out for modern business intelligence and why buying AI tools often delivers stronger outcomes than building internally. The session also highlights how Lightedge helps customers launch faster, scale securely, and turn Snowfireinsights into real business impact with less friction.
  • 1:00 – 2:00 PM Session 2 “Hybrid Optionality – There Is No One Size Fits All AI Strategy“: AI infrastructure decisions are moving into the boardroom. Cost volatility, regulatory shifts, and performance requirements demand flexibility. This session explores hybrid reference architectures, multi-environment orchestration, and how to scale from pilot to production without rebuilding your foundation every 18 months.
  • 2:00 – 4:00 PM Friday Happy Hour: Ranch water, bourbon, and networking.
  • 3:00 – 4:00 PM Session 3 “Compliance First – Building AI Infrastructure That Stands Up to Audit: Healthcare, financial services, and government organizations face increasing scrutiny around data lineage, model governance, and risk management. We’ll discuss infrastructure strategies that strengthen compliance posture from day one while maintaining agility.

MORE ABOUT LIGHTEDGE

Turn cloud complexity into clarity.

Modern IT is hybrid. Lightedge helps you design and operate the right mix of on-prem, private, and public cloud—guided by business goals, not vendor agendas. With deep compliance expertise and 24/7/365 support, we make cloud transformation clear, secure, and built for results.

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