Connecting Instruments, Data, and AI in the Orchestrated Lab

You ran the experiment. The instrument did its job.

But somewhere between the run ending and the data being usable, the context disappeared, and with it the reproducibility, the traceability, and the foundation your AI initiatives need to function.

This session, led by Ryan Bernhardt of Dotmatics, gets to the root of why that happens and shows exactly what a lab looks like when it doesn't.

In 40 minutes, you'll see thousands of instruments unified into a single harmonized data environment, a complete scientific workflow built from one natural language instruction, and a live demonstration of what AI-ready data actually means in practice.

If your lab is scaling and the cracks are starting to show, this is the session that shows you what good looks like and how to get there.