AMX LABSCreate. Curate. Connect.

TALK AI Day / September 29, 2026

The future of
agentic AI &
manufacturing.

A conversation you can build with us. Explore the creative process, work with sample manufacturing data, and help shape what happens next.

Mario DuersonFounder & Lead Creative Technical Engineer
Charles L. Burns IIICo-Founder & Director of Systems & Operations Development

4–4:30 p.m. Eastern · Galt House, Louisville
West Tower · Waterford Room

Take part in the talkEvent registration
AMX Labs campaign poster featuring Mario Duerson and Charles L. Burns III: AI, where the work happens. TALK AI Day, September 29, 2026, at the Galt House in Louisville.
AI + XR. Extending our capabilities.

One room. A shared conversation.

No account needed. Enter the room code on the presenter’s screen.

Explore the page, or join when the talk begins.

From an idea to a useful action.

Six chapters. Thirty minutes. Human judgment throughout.

Hands-on / synthetic data

Change the inputs.
See the implications.

Imagine a production line. Adjust downtime and quality to see what changes. This is a transparent calculation, not a connected factory or an AI prediction.

A sample manufacturing shift

480-minute shift · 30-minute planned break
40-second ideal cycle · 90% performance

524estimated good units
90%Availability
77.8%Overall equipment effectiveness
77.8%

Show the calculation

Planned production = 480 − 30 = 450 minutes. Availability = (450 − downtime) ÷ 450. OEE = availability × 90% performance × quality. Estimated good units = floor((450 − downtime) × 60 ÷ 40 × 90% × quality).

This example ignores product mix, changeovers, and many real-world constraints.

Creative process

Give an agent a brief.
Keep the decision.

Choose a starting point to explore a sample workflow. These examples are authored for the talk; no AI model is being called.

Keep building after the talk.

Choose a conversation to continue with Mario and Charles.

Mario on LinkedInCharles on LinkedIn