Konrad Konarski

Chairperson AI Applied Consortium

Pre-Conference Workshop Day | Monday, March 23 2026

1:30 PM Workshop K: Agentic AI & Enterprise GenAI Foundations

From Prompts to Real Operational Impact

Most organizations have experimented with Generative AI, but many pilots stall because the AI cannot reliably work with internal business knowledge, operational language, and real workflows.

This workshop breaks down what it takes to move beyond chatbots into agentic AI systems that can support execution across manufacturing, supply chain, and asset-intensive operations.

Why GenAI pilots fail when they rely only on prompts and public knowledge
How AI becomes operationally useful when grounded in internal SOPs, manuals, work orders, and business context
The shift from “AI that answers” to “AI that assists and acts” across workflows
What enterprises must enable for success: trust, governance, integration, and adoption
How to identify high-value operational use cases with measurable impact
Outcome: A clear understanding of what separates GenAI experimentation from scalable, enterprise-ready operational AI

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

Download The Latest Agenda

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