
The AI Data Diet: Cheaper, Faster, More Accurate AI
Patrick Neyland returns to show how an LLM actually reads your data, and every lever you can pull to make AI cheaper, faster, and more accurate. Find your place on his Hierarchy of Data Efficiency.
This session runs at both locations: Workuity Chandler and Workuity Biltmore. You are viewing the Wednesday, August 12, 2026 session at Workuity Chandler. See the Workuity Biltmore session.
The AI Data Diet: Cheaper, Faster, More Accurate AI
Have you ever handed an LLM a 200-page PDF and watched it choke? Slow answers, missed details, made-up page numbers. Or wished your AI just knew your business without you pasting everything in, every single time?
The problem usually isn't the AI. It's what you're feeding it.
Patrick Neyland is back at the AI Exchange (his last session packed the room) to show you how an LLM actually reads your information, and every lever you can pull to make it cheaper, faster, and more accurate. At the center is his Hierarchy of Data Efficiency: a simple way to see where you sit today, where you should sit given the business you run, and exactly what to change to move up.
Some owners need to be at the top of this hierarchy. Some roles barely need to climb it at all. You'll leave knowing which one you are, and with a clear next step either way.
Bring a real document or dataset you wish AI handled better. Lunch is on us.
Reserve your spot
Free to attend, lunch on us, no pitch. Two locations, same session. Pick the one closest to you.