The real economics of production AI, from metal to token

After the honeymoon comes the hangover… and for enterprise AI, the cold light of day is hitting particularly hard.

If you’re a CIO sweating to balance the budget for AI initiatives across your business, this webinar is for you. We’ll share the real-world, no-nonsense insight that will help you turn red to green across your projects, covering:

• How to sweat your idle GPUs and free yourself from lead-time stress. We’ll cover multi-tenancy serving patterns and how to go from shelfware to live faster than ever.
• The fast path to freedom from frontier token costs. Local inference, open models and smart model routing can slash your frontier spend without compromising user experience (human or agent).
• The impact that tuning can have on token throughput on today’s best open models. We’ll share tips that delivered jaw-dropping improvements in time-to-first-token, throughput and concurrency on real-world infrastructure.

Scott Rosenberg (lead architect, CTO office, TeraSky) and Pedro Oliveira (principal AI architect, Spectro Cloud) have earned more than their share of AI infra war stories: Scott taking enterprise projects from proof of concept to production SLA through TeraSky's Applied AI Center, Pedro working hands-on with deployments ranging from the largest AI factories to single-node appliances.