Sonrai Discovery

Discover and Deliver Novel Biomarkers & Clinical Algorithms with Life-saving Potential

Accelerate discovery, test development and launch with Sonrai's advanced AI, machine learning, assay development, imaging and regulatory expertise.

Sonrai Discovery For Diagnostics

Discover, Develop, Deploy

Trusted by top diagnostic companies, our AI technology and expertise in biomarker discovery, assay development, imaging, and regulatory compliance revolutionize clinical pathways, reduce risk, and amplify value in your research and discovery projects.


Built for Precision Medicine

Sonrai Discovery empowers diagnostic companies with AI-driven diagnostics, integrating clinical, molecular, multi-omic, and imaging data to identify novel biomarkers, expedite test development, and enhance patient outcomes.

Sonrai Success Stories

The Difference That Sonrai Makes

Every organization is unique, and generic solutions fall short in addressing their distinct challenges. Sonrai is purpose-built to tackle the complexities of precision medicine, offering tailor-made solutions that align with your specific needs.

Biomarker Discovery

See how we enabled GenoMe Diagnostics to scientifically and reproducibly shortlist novel potential biomarkers and take forward the most promising.

AI Patient Stratification Workflow

Use cutting-edge AI for precise patient stratification, combining diverse data for personalized treatments and optimized outcomes.

AI IVDR Medical Devices

Sonrai is developing a suite of transformational IVD medical devices using AI-powered computational pathology to aid pathologists.

Multi-Modal Biomarker Discovery

Discover how Sonrai's integration of genomic, proteomic, imaging, and clinical data accelerated multi-modal biomarker discovery.

Biomarker Discovery using Flow Cytometry Data

Explore the cutting-edge world of biomarker discovery using flow cytometry data with Sonrai Discovery technology.

Diagnostic Validation

Enabled IVBH's precision diagnostics by unlocking data insights, accelerating development.

Unified Code and No-Code Discovery

See what happens when researchers and bioinformaticians are united in a code-optional environment.

AI Biomarker Discovery Workflow

Explore an end-to-end AI biomarker discovery workflow using Sonrai Discovery. Discover just how easy it can be.

Biomarker Discovery Management

Embark on a journey into the future of biomarker discovery, guided by Sonrai's cutting-edge Biomarker Discovery Management tool.


Sonrai Discovery integrates clinical, molecular, multi-omics, and imaging data using AI to identify novel disease biomarkers for diagnostic tests. We maximize the performance of your biomarkers by generating insights from your data, incorporating public data and helping you develop your existing markers into effective tests.

Precision Data Integration

Seamlessly Merge Diverse Data Modalities

Sonrai Discovery excels in integrating diverse data modalities and assay types with AI-powered Extract, Transform, Load (ETL) technologies, including omics data, clinical records, imaging data, and biomarker measurements. We enable a singular source of truth for your research and clinical data.

Integrate Public Data

Sonrai can integrate publicly available gene expression, proteomics, and metabolomics data into your analysis to maximise the potential value of biomarkers.

Multi-omic Integration & Analysis

Identify novel combinations of diagnostic biomarkers across different disease settings and improve the accuracy and validity of diagnostic tests.

Partner to Drive Innovation

We enable your lab partners to process and interrogate data more effectively, sharing our resources and expertise. Establish a highly efficient bridge between R&D and clinical workflows.

Scalable Cloud Infrastructure

Empower Precision Discovery

Easily bring your existing code, apps, and data into a secure, scalable private cloud environment for efficient analysis and collaboration across teams and locations. Reduce reliance on in-house IT resources while maintaining data security and compliance.

Unify your Imaging and Omic Data

Maximize the potential of your imaging and omic data in discovering and analyzing diverse biomarkers across various modalities. This data integration allows you to utilize the valuable information obtained from your projects fully. It brings together insights from multiple aspects of medical research, including pathology images, gene expression, protein expression and other molecular data.

Sonrai Discovery

Imagine What You Could Discover

We partner with leading drug developers to increase IP potential, identify faster routes to market, and improve patient responses.


Sonrai helps you identify suitable candidate biomarkers, establish robust assays with appropriate controls, and assign experienced project managers to ensure your project is completed on time and to the highest standards. We also offer algorithm co-development services to optimize diagnostic tests and reduce costs. Let's work together to develop effective diagnostic tests that improve patient outcomes.

Improve the accuracy and efficiency of diagnostic tests

Enhance diagnostic test accuracy and efficiency with Sonrai's biomarker experts. Our AI and ML applications refine gene signatures, crucial for early disease detection. Collaborate with us to select optimal methods for delivering reliable test results. Sonrai ensures test design and optimization, prioritizing reproducibility and consistency.

Biomarker Test Delivery

Identify appropriate platforms for biomarker test delivery. Does your PCR platform meet the required turnaround time and regulatory specifications?

Dedicated Project Management

Sonrai assigns experienced project managers to your program to stay on track and overcome any challenges you face during their research and development.

Co-Develop Algorithms

Create clinical-grade AI models that can accurately identify features in images and quantify biomarkers. Minimize time-consuming pathologist involvement and redirect them to more critical responsibilities.


Achieve greater confidence in your resultant data through our biomarker validation services. Our biomarker experts work with you to create robust study designs, define appropriate analytical validation studies, and design optimal clinical validation studies for your diagnostic tests. With our expert regulatory support, including our in-house regulatory team for IVDR, FDA, and CLIA, you can easily navigate regulatory requirements.

Expert biomarker validation study design

At Sonrai, we specialize in developing accurate and reliable diagnostic tests that meet IVDR, FDA, and CLIA regulatory requirements. Our AI biomarker discovery technology and diagnostic tests are designed to ensure compliance with regulatory guidelines, while our clinical performance studies provide accurate and reliable data.

Whether you need support for validation studies or assay development services, our expert team is here to help. We offer expert biomarker validation study design and expertise in image analysis using AI to provide more precise diagnoses. Contact us to learn more about our biomarker validation services and how we can help you develop innovative diagnostic solutions that improve patient outcomes.


Deploy a variety of data products, including bioinformatics analysis, digital assays, and machine learning models or build imaging algorithms, using a data mesh architecture. Utilize cloud technology and best-practice MLOps to train, deploy, and manage AI algorithms. Foster sharing and collaboration with colleagues and key stakeholders to promote the advancement of biomarker potential.

Deploy Clinical AI Algorithms

With our expert team and cutting-edge technology, we help you deploy clinical grade AI algorithms for image and data analysis.

Join forces with us to create clinical-grade AI models that can accurately identify features in images and quantify biomarkers. These models can be used to store, retrieve, and analyze large amounts of data, making your research and analysis more efficient and effective for your medical device development.

Data Mesh Architecture

Deliver diverse data products (e.g. Bioinformatics Analysis, Digital Assays and Machine Learning Models)

AI-based pathology algorithms

Develop and deploy AI-based pathology algorithms for efficiency and consistency

Best-Practice MLOps

Leverage the Cloud and best-practice MLOps to train, deploy and manage AI Algorithms and share and collaborate with colleagues and key stakeholders to advance marker potential.

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