Andrew Rozniakowski

Product Architect Vanguard

Agentic AI Week 2026 Day One Conference: Wednesday, November 11 2026

2:30 PM KEYNOTE CASE STUDY: OPERATING AT THE EDGE: SCALING AI INFERENCE FOR ENTERPRISE IMPACT

Enterprises face mounting pressure to turn AI hype into measurable value amid rising costs, complexity, and risk. As models grow more powerful, teams struggle with scaling inference, managing latency and spend, and integrating rapidly evolving capabilities. This session explores how to operationalize AI at scale, leveraging inference-time compute, adaptive system design, and robust governance, to deliver high-performance, cost-efficient, and responsible AI products in production.

• Build more capable AI products by integrating advanced, multimodal model capabilities

• Scale deployments effectively by designing adaptive, modular AI systems

• Accelerate iteration cycles by aligning infrastructure with evolving product needs

• Strengthen responsible AI practices by implementing governance, monitoring, and risk controls

Check out the incredible speaker line-up to see who will be joining Andrew.

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