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Solutions/Functions/Research and development/Experiments and lab records

AI workflows for experiments and lab records.

Designing experiments and keeping the lab's records sound, from measurement uncertainty to sample custody and instrument data.

Who does this work

  • Research scientist
  • Laboratory manager
  • Laboratory technician

Updated 12 November 2026

Request this workflowBook a fit call
Examples of the workflows identified
  1. Build a measurement uncertainty budgetIllustrative
  2. Prepare an experiment designIllustrative
  3. Prepare an instrument export for data handoffIllustrative
  4. Reconcile a sample manifest with custody recordsIllustrative

The workflows identified

Marked illustrative: an example of the work, identified, with no workflow template yet.

Build a measurement uncertainty budgetA draft uncertainty budget with units, input sources, correlations and unresolved assumptions.Illustrative · not built yet
Prepare an experiment designA draft design with experimental units, controls, randomization and replication choices for review.Illustrative · not built yet
Prepare an instrument export for data handoffA normalized file, field map and validation report that keeps links to the original instrument readings.Illustrative · not built yet
Reconcile a sample manifest with custody recordsA discrepancy table linking sample IDs, aliquots, receipt records and missing chain-of-custody information.Illustrative · not built yet

Workflow templates

There is no workflow template for experiments and lab records yet: request one below and we build it with you.

Request this workflow

Tell us the experiments and lab records work you need and the team that does it, and we build the workflow with you from your own procedures.

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Related reading

  • ArticleA workflow, an automation tool or an agent: what this piece of work needsAn automation tool moves data, an agent acts alone, a workflow carries your team’s judgment. One signed contract three ways, and five questions to choose.Read
  • ArticleWhat happens on a fit call, and what you leave withA 30-minute fit call is the first working session in your plan: your teams laid out, their repeated work marked, a named next step. No card needed.Read
  • ArticleYour current AI platform, specialist software or a built workflow: how to chooseCompare three routes for one client-status update: your AI platform as it comes, specialist software or a built workflow. Criteria and a checklist.Read
  • ArticleA plan before agents: decide what each team should do with AI firstPlan by team before you buy or build agents: about five workflows for each team, the work between teams, the roles that do it, one owner each and what to build first.Read

Where to go next

All of research and developmentEvery area of the function, with workflow templates and examples.Map your team in the PlannerPut this work in your plan, with the roles that do it.

Other areas of research and development

  • Innovation
  • Literature reviews and evidence synthesis
  • Research data and computing
  • Research writing and publication
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