Lab Orchestration for the Connected Digital Lab | Dotmatics Luma
Live Webinar
Connecting Instruments, Data, and AI in the Orchestrated Lab
Wednesday, April 15, 2026  ·  12:00 PM ET  ·  Free
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Dotmatics Luma

Your science, connected
from molecule to market.

From experiment design to actionable insight, Luma orchestrates the flow of scientific planning, experimentation, and analysis across the connected digital lab, without the manual hand-offs.

See it live — April 15

The lab has never been more powerful. Or more fragmented.

Data continuity breaks as it moves between systems

Data moves. Context doesn't.

After the experiment runs, the outputs land in files. But the files don't carry the question that shaped the experiment, the protocol decisions, or its relationship to everything that came before. That thread breaks every time data crosses a system boundary, and the friction compounds as labs scale.

  • Results surface that no one can fully explain
  • Replicating a promising experiment means reconstructing what was never fully captured
  • Scaling a workflow means scaling all of that fragility alongside it

AI can't reason on half the story.

AI can summarize what's in front of it. What it can't do is guide a research program without knowing where it's been, what was tried, what was learned, why this experiment was designed the way it was.

The vision most labs have for AI, intelligent guidance on next steps, closed-loop experimentation, analysis that spans entire research programs, depends entirely on data that's grounded in its scientific context. Orchestration is how you build that foundation.

AI needs the whole picture to reason about a research program

Here's what changes when your science stays connected.

Three domain framework: physical, logical, and digital

Three domains. One continuous record.

True lab orchestration operates across three domains at once, and the weakest link in most labs today is the connection between the physical and the digital.

  • Physical: instruments, robotics, and scheduling in motion
  • Logical: protocols, business rules, and scientific intent
  • Digital: data that stays connected to the work that produced it

Most labs have the first. Luma closes the gap between all three.

One connected foundation,
from experiment design to actionable insight.
Dotmatics Luma
01 Enterprise-grade data platform that your business can trust
Luma is built on Databricks and other enterprise-leading technologies, providing a scalable, secure, and governed data ecosystem that supports operational resilience across your entire R&D organization.
02 AI that supports scientific reasoning, not just analysis
By continuously capturing and contextualizing lab data, Luma's AI becomes a credible partner in building dashboards, workflows, and data models, guiding next actions in the science rather than merely summarizing past results.
03 Faster, more confident scientific decisions with dashboards and visualization
Built-in visualization tools help scientists make informed decisions without relying on a separate analytics pipeline or technical specialists. Faster, more confident decisions come standard.
04 Connect the tools in the lab that you're already using
Luma's robust API framework allows for seamless connectivity with automation platforms, Dotmatics' scientific software apps, ELNs, LIMS, and other third-party scientific tools you're already using in the lab.
05 Digitized experiments with instrument connectivity
Experimental data flows seamlessly between the physical world and the digital as experiments progress, ensuring metadata and results are immediately accessible, traceable, and ready for downstream analysis.
06 100% reproducible and compliant
Governed SOPs and business rules flow through every workflow, ensuring experiments are reproducible and results are fully traceable. Purpose-built for regulated R&D environments and audit readiness.
07 Scaled innovation at lower cost
Orchestration removes redundant manual steps and fragmented tooling, letting your R&D teams deploy experiments faster, iterate more confidently, and scale discovery without scaling headcount or costs.
08 End-to-end digital discovery engine
Whether you're just starting your digital transformation journey or building a fully automated R&D engine, Luma meets you where you are and scales with your ambition, from a single lab to an enterprise-wide platform.