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

Connecting Instruments, Data, and AI in the Orchestrated Lab

Wednesday, April 15, 2026
12:00 PM ET  |  60 min
  • See how disconnected lab instruments get unified into a single, AI-ready data pipeline
  • Watch a complete scientific workflow get generated from a single natural language prompt
  • Learn why harmonized data is the prerequisite for AI that actually works in R&D
Ryan Bernhardt
Ryan Bernhardt Presented by Dotmatics

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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.

R&D scientists and lab directors in biotech & pharma running discovery or development workflows

Research teams in chemicals & materials science dealing with fragmented instrument data and manual reporting

Scientific informatics leads & R&D IT owners evaluating lab orchestration or data infrastructure investments

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

Ready to see the orchestrated lab in action?

Free to attend. 60 minutes. Walk away with a clear picture of what lab orchestration looks like — and what it takes to get there.