Connecting Instruments, Data, and AI in the Orchestrated Lab | Dotmatics Webinar
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LIVE Webinar  ·  Apr 15, 2026

The lab is automated.
The data still isn't.

Wednesday, April 15, 2026
12:00 PM ET  |  60 min
  • Find out why your instruments can run all night and your data still isn't ready for AI in the morning — and what actually fixes it
  • See a complete scientific workflow built automatically from a single sentence — no manual mapping, no integration work
  • Understand the one structural gap that makes most AI initiatives in R&D fail before they start
Ryan Bernhardt
Ryan Bernhardt VP, General Manager — Luma, Dotmatics 20+ years in lab automation. Former CEO at Biosero and Head of Discovery Automation at Eli Lilly. A recognized industry voice on enabling lab orchestration through the integration of hardware and software to automate and accelerate science.

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What You'll See

See what a connected R&D lab looks like in practice

Instruments Connected at Scale

See how Luma connects thousands of instruments, like standalone instruments and robotic workcells, into a single, harmonized data environment, capturing terabytes of experimental output daily.

Workflows Built from a Single Prompt

Watch Luma generate an executable scientific workflow, mapping available instruments, materials, and data pipelines from one natural language instruction.

AI That Works Because the Data Is Ready

Understand why data harmonization is the foundation, and see how Luma moves from natural language queries to domain-specific predictions to composite R&D outcome modeling.

Before & After: Real Workflow Comparisons

Flow cytometry and chromatography workflows, side by side—manual and fragmented versus fully orchestrated. See exactly what changes and what it means for reproducibility across global sites.

Who Should Attend

For anyone responsible for how science gets done.

You've run the experiment. Now you spend an hour tracking down the data, reformatting files, and trying to remember what conditions you used.

You've built custom connectors between lab systems. They work until they don't — and every new instrument means starting from scratch.

Your organization has an AI mandate. When you look at the data infrastructure underneath it, the gap between the ambition and the foundation is significant.

Lab technology managers who want to understand what "Next Gen R&D" actually requires at the infrastructure level

60 minutes. Walk away knowing exactly why your data isn't AI-ready — and what to do about it.

Free to attend. Can't make it live? Register anyway and we'll send you the full recording.