Data Analytics and Insights for Life Sciences Labs 

From raw lab data to real insight with self-service analytics across Mosaic and Labguru, no code required.

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The Data Problem

47%

report data fragmented across instruments

57%

see data analysis as top AI use case

55%

cite lack of integration between systems as the biggest barrier to making effective use of their lab data

The challenge is no longer collecting data. It is making it usable: accessible, structured and ready to support the decisions scientists and lab managers need to make every day.

* Source: Cenevo 2026 Lab Operations Report

A Shared Data Layer for Mosaic and Labguru 

AI-enhanced insights that bring together your lab data, instrument outputs and integrated systems in one place, with self-service analytics and an AI assistant embedded directly in your products.

Mosaic Data Visualization Screenshot

Why Data Analytics Matters:

Your Data, Ready to Use

 

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Insights Without the Wait

 

Your data, ready when you need

 

Full access to your operational data across Mosaic and Labguru, including bulk queries, published rapidly without impacting performance. No waiting until the next day for your reports.

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Self-Service Analytics

 

Insights where you already work

 

Dashboards embedded directly in Mosaic and Labguru. Standard reports included out of the box, with the flexibility to build your own. Schedule reports for automatic delivery by email or webhook in PDF and Excel format, so the right people always have the latest data.

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AI Analytics Assistant

 

Ask questions, build dashboards, get answers

 

Scientists and lab managers can query their data and build dashboards using plain language, with no SQL and no specialist support. Describe what you want to see and the AI assistant builds it. Surface trends, anomalies and summaries from your own operational records.

Agentic Orchestration

Open Data Connectivity

 

Feed your own data lake, no custom ETL required

 

Connect your data lake, BI tools or custom applications via open connectors. No brittle ETL to build or maintain. Your existing tools just get better access.

Embedded AI

Data Visualization

 

See your lab data clearly, at a glance

 

Turn query results into charts, graphs and dashboards that update automatically, without waiting or exporting to another tool. Choose from a library of pre-built visualizations or build your own to suit your lab's specific questions.

No code

Connected Systems Data

 

All your operational data in one place

Data from your ELN, LIMS, inventory, sample management system or connected instruments - unified, accessible and ready to query. No code required. 

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Trusted Data Analytics, Built for AI

AI is only as good as the data it operates on. A shared, structured data layer so your AI agents and assistants always work with clean, connected, up-to-date lab data.

Elevate AI into a trusted part of your scientific workflows, grounded in your data, your processes and your science.

AI Data Analytics

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Storage and Capacity

 

Full visibility on storage capacity across all stores.

 

Generate forecasts with AI to see when you’ll run out of space and how many samples will expire.

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Audit and Compliance

 

Examine the full history of samples, projects and experiments for detailed reporting.

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Throughput and Cycle Time 

 

Create cycle time overviews with detailed breakdowns that align with your own indicators.

 

Ensure you are meeting SLAs and identify bottlenecks.

What You'll Get in a Demo

See how Cenevo Data Analytics helps scientific teams turn lab data into decisions, without the wait or the data team.

  • Query your Mosaic and Labguru data in plain language, with no SQL required
  • Build and modify dashboards using the AI assistant in seconds
  • Schedule automated reports delivered by email or webhook in PDF and Excel format
  • Connect your existing BI tools and data lake via open connectors
  • See how a shared, structured data layer powers your AI agents and assistants with clean, connected lab data

Book a demo today!

Trusted by scientific teams who need speed, compliance and control from early discovery to regulated environments.

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