Imagine What You Could Discover

Meet the world’s most powerful biomarker discovery platform that integrates and analyses multi-omics, towards early identification of novel disease biomarkers.

Your end-to-end data solution for Biomarker Discovery is streamlined to support your analysts and augmented by advanced AI & Machine Learning tools.

1. Manage Data

Upload, clean, integrate, transform, load, and track your data

2. Analyse Outputs

Build workflows and pipelines to tell your data's story

3. Share Results

Report or export your new insights and findings

Biomarker Data Management

Upload and integrate your data sets with just a few clicks.

The Sonrai biomarker platform allows Users to drag and drop data files, input directly, or integrate multiple sources such as Google, Microsoft, Dropbox, and your existing servers and tools.

Upload and merge all your multi-omic siloed data into a powerful distributed data mesh
Easily upload or manage your data across multiple convenient integrations
The Sonrai team can integrate your existing servers, databases and datasets at no extra cost

Automate best data management practices, with full transparency and control

Treat your data like code with automatically generated track & trace recording, data lineage and versions that allow you quickly roll back or experiment in a secure research environment.

Enforces best practices that helps protect you and your data
Complete control over data security and access with an easy to use interface
Maximum data protection, that frees you to experiment at will

Analyse your Data

Find what you're looking for with code-free purpose-built machine learning healthcare analytics

The Sonrai platform enables users of all backgrounds to quickly and easily build new data pipelines and workflows and to seamlessly run thousands of experiments across hundreds of use cases.

Pass and interrogate your data without a single line of code
Seamlessly pass, filter and transform data across 5000+ combinations
Save & reproduce your exact data recipes, and share with colleagues in a shared collaborative environment

Case Studies

We aim for perfection for our clients. We listen to their goals, quickly grasp their challenges, consider the needs of all stakeholders and deliver. Below are just some of our client case studies to view.

Multiomic Biomarker Discovery

Deliver patient-level reporting for a multi-omic ex vivo platform.

Diagnostic Product Commercialization

Validation of biomarkers and diagnostic technology. AI and ML applications to refine gene signatures.

Multiomic Analysis in Phase I & II Clinical Trials

Standardised framework for analysing molecular data from clinical trials

What Does An AI Biomarker Workflow Look Like?

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Meet our expert Biomarker team

We Listen to your problems
No hard sales conversations
We give you confidence to move forward

Example Biomarker Discovery Workflow Experience Use Case

Principle Components Analysis (PCA)
1. Use dimension reduction to visualize the variation in your molecular datasets and determine whether key biomarkers or variables are associated with this variance.
Volcano Plot
2. Generate feature lists associated with phenotypes such as responder vs non-responders using differential expression analysis
3. Visualise and cluster your gene signatures on heatmap and dendrogram to identify key patterns of expression
Boxplot for Biomarker Expression
4. Compare biomarker expression across different groups of patients and determine statistical significance
Next Steps

We've got our biomarkers, so what now? Train XGBoost Model Build Imaging Algorithm

Train ML Model

Train powerful regression and classification models using Xgboost for predicting whether a patient has disease or whether they will respond to therapy

Build Imaging Algorithm

Use Deep Learning Neural Networks to train research or clinical algorithms that can stratify patient risks or identify early warning signs

Share your Data

Export your finds with dynamic interactive reports, or invite colleagues or clients into your secure data portal

Sonrai's platform makes it easier than ever to share data insights and findings, and to communicate that with your whole team, organisation, or customers.

Generate exportable interactive reports
Save your reproducible data recipes for future use or audits
Build dashboards and invite guests to view results in a secure controlled environment
Project Management

Build, link and manage all your datasets, projects and experiments, with built-in collaborative tools, communication, and management controls.

Democratise your data with easy to use data dashboards, convenient tasks, notes and notifications, and a centralised means of collating findings and project progress.

Implement best practice Data Management through controlled interfaces
Intuitive central portals to rapidly share findings and updates
Role-Based-Access-Control to ensure the right people view the right level of information
Admin Management

Sonrai's self-service platform lets you easily manage all of your users, their permissions and access rights, and configure settings to your needs.

Sonrai does not limit User seats or types, and our customers can freely choose who and what their users can see and do.

Fully-realised self-service platform with admin functionality
Easily add new users, change passwords, or alter permission levels
Setup integrations and organisation-wide settings
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Like What You See? Let's Talk

No hard sales conversations
We Listen to your problems
We give you confidence to make your decision