Turn raw assay data into reliable, traceable results
DataChaperone is the analysis layer for modern labs. We combine a powerful workflow platform with expert implementation to turn your real processes into governed, repeatable workflows that produce fast, consistent and audit-ready results.
analysis workflow
/əˈnæl.ə.sɪs ˈwɝːk.floʊ/
The complete path from raw data to a reported result. It includes the calculations, visualizations, report generation and application of QC rules, checks and decisions that determine whether results can be trusted.
How DataChaperone works
We map how your workflow actually runs, turn it into a governed method and add AI where decisions are too complex for simple rules. Once workflows run consistently, you can learn from the results across runs, batches or sites.
The process always follows the same arc:
✓ We understand your workflow
✓ We turn it into a governed, repeatable method
✓ We extend it with AI when needed
✓ We help you learn from standardized results
This approach removes bottlenecks, speeds up analysis and increases confidence without requiring you to change how your lab works.
Workflow Scan
We look at how data moves from instruments into analysis, where decisions are made, how QC rules are applied and where manual steps or inconsistencies appear.
This reveals the true sources of variation and delay. Many teams discover that a larger part of the process can be automated than they expected, allowing us to remove bottlenecks rather than shift them elsewhere.
The outcome of the Workflow Scan is a clear, shared view of the workflow and a practical plan for automating it reliably in DataChaperone.
Workflow Automation
Once the workflow is mapped, we turn it into a governed, digital method in DataChaperone. This is where manual steps disappear and a consistent, automated process takes their place.
We keep the flexibility your lab needs. Parameters that change between projects or products can come from metadata or simple user input, so the workflow stays automated without forcing rigid templates. The result is a clear, repeatable method that runs the same way every time.
We work fast: in four weeks you get a near-final version. This hands-on, iterative approach ensures the workflow fits your science and your process for the long term.
Workflow AI
Some decisions in analysis are too complex for simple rules. Workflow AI adds intelligent logic to the governed method so these decisions become consistent and scalable.
Workflow AI can help you:
✓ detect patterns or anomalies
✓ classify peaks, populations or images
✓ augment decision making
✓ write draft reports
Your data scientists stay in control of the scientific logic. We help operationalize it so it runs reliably across teams, sites and projects. Each model version is traceable and validated before use and remains part of the same governed workflow your lab already trusts.
Meta-analysis
Once workflows run the same way every time, you can look across runs, batches or sites without spending time cleaning or reconstructing results.
Meta-analysis helps you:
✓ monitor trends and assay performance
✓ compare results across projects, products or clients
✓ perform knowledge discovery with consistent historical data
✓ get notified when values are out of spec
Standardized workflows make these insights possible. Instead of reactive troubleshooting, you build a reliable view of how your assays behave over time.
Who it helps
DataChaperone is designed for CROs, CDMOs and biotech teams who have strong science and basic digital tools but still depend on manual analysis.
“We were impressed by how quickly DataChaperone delivered a solution that matched our requirements, and how smoothly they incorporated adjustments to handle edge-cases.”
— Esther Biemans, Ardena, Lead Scientist
Analytical
→ View Analytical
R&D & Assay Development
→ View R&D
QC & Production
→ View QC & Production
Bioinformatics & Data Science
→ View Bioinformatics & Data Science
QA & Validation
→ View QA & Validation
30 min with a founder
Pick our brains to see if DataChaperone can support your goals.
→ Contact us
Why teams choose DataChaperone
You do not have to redesign your whole lab to see if this is a fit. Choose one assay or release test that takes too much time or creates too many questions. We will use that as the starting point.
Once we scoped the project, you’ll have a first solution in your hands in 4-6 weeks!
What users see:
✓ A clean interface to run workflows with the right parameters
✓ Automatic QC checks and visualizations
✓ Consistent outputs and reports
✓ Full data lineage with method and model versions
✓ Clear approval steps and audit trail when required
This approach removes bottlenecks, speeds up analysis and increases confidence without requiring you to change how your lab works.
Faster, more reliable reporting
Less time in spreadsheets and scripts. More time moving studies and batches forward.
Objective, traceable workflows
Methods run the same way every time, with logic that matches your SOPs.
Fits your lab
DataChaperone works alongside your ELN and LIMS and adapts to your real processes.
Built for teams
Workflows serve analysts, reviewers, QA, QC, R&D and data science at once.
Start with one workflow
You don’t need a full transformation to get started.
Most teams begin with a single, high-impact workflow.
We scan it, automate it, and deliver a working result in weeks.
From there, you decide how far to scale.
Why teams start this way:
✓ See impact quickly
✓ Get buy-in across teams
✓ Validate the approach with minimal risk
✓ Free up time for higher-value work