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.

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Tips For Biomarker Discovery

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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We Listen to your problems

No hard sales conversations

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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

Heatmap

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

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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