The 30/70 Rule: How to Decompose Any Enterprise Workflow into an Agent Crew That Actually Ships
About this session
Everyone is talking about AI agents. Far fewer are actually deploying them. This session cuts through the noise and gives builders, engineers, and enterprise transformation leaders a concrete, repeatable framework for taking any human workflow from whiteboard to production. The core insight is simple but often missed: the technology is not the moat. Knowing which 30 to 40 percent of your team's work requires zero judgment and building agent systems to handle exactly that is where the real value lives. Drawing on 25 years of operational experience across Structural Steel, HVAC, Garlic and Onion dehydration and packaging, Logistics, Wine, and Enterprise AI Solutions, this session walks through the Agent in the Loop methodology, a workflow first approach that keeps humans at the center while agents handle the tedious, repetitive work that was never a good use of human talent in the first place. Attendees will leave with a practical decomposition framework they can apply immediately, a clear architecture model for designing agent crews that scale, and an honest look at why most AI pilots never make it to production and how to make sure yours does.
Speaker
Key takeaways
- Workflow Decomposition Framework
- Human Centered AI Design
- Pilot to Scale Methodology