Imagine What You Could Discover

Our cloud-based AI technology unifies and integrates all data sources from discovery, research, and development to regulatory approval. Sonrai Discovery is code-optional, removing data silos and opening up access to all functions within the organization to drive innovation.

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Tips For Biomarker Discovery

Data-Driven Decision Making

Seamlessly integrate and analyze multi-omics data, enabling accurate biomarker identification for diagnostics and precise target discovery for drug development. Leverage Sonrai Discovery's AI data-driven technology to streamline the development process, refine gene signatures, and support AI-powered clinical trials. Experience the transformative potential of Sonrai in driving innovation, improving patient outcomes, and propelling the future of healthcare.

Leverage Multi-omics

Unify diverse data sources and gain comprehensive insights to power precise target discovery in drug development and biomarker identification.

Accelerate Development

Democratize data and access, eradicate data silos to enable rapid generation and insight sharing across the organization while guaranteeing security, privacy, and compliance.

Optimize Products

Insights enabling better and faster forward and back translation can be leveraged to improve efficacy, safety, tolerability or ADME parameters of a product.

Regulatory Success

Sonrai ensures data validation, traceability, security and collaboration capabilities to improve regulatory submissions. Reduce delays or rejections and accelerate the path to approval.

All Your Tools and Data in One Place

Bring all your existing apps, code, and pipelines to the Sonrai cloud. Enhance collaboration, streamline workflows, and increase efficiency. Sonrai offers flexibility by supporting both code and no-code environments, accommodating diverse skill sets. The seamless transition minimizes disruptions and cost, while future-proofing an infrastructure for innovation and staying ahead of evolving technologies. Leverage your investments, optimize resources, and unlock the full potential of R&D.

Created by Data Scientists for Scientists

Sonrai Discovery was purpose built to meet the specific needs of precision medicine. Customization and flexibility are at the core of what we do. We recognize that one size does not fit all, and our solutions can be customized to align with your workflows and requirements. Our team of expert scientists bring deep domain knowledge and expertise across specialised areas. We tailor our solutions to address your unique pain points, delivering optimal results.

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

Multi-omic Data Management

Upload and integrate your datasets with just a few clicks.

Gain a holistic understanding of biological systems, accurate biomarker identification and precise target discovery. Seamlessly integrate diverse data sets from various sources, including internal servers, databases, and external platforms such as Google, Microsoft, and Dropbox. Centralize data and eliminate data silos, ensuring easy access and efficient management.

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 allowing for easy auditing and reproducibility.

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-optional purpose-built machine learning.

Sonrai 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 Signature Discovery

Rapidly identify novel combinations of gene based biomarkers across different disease settings.

Liquid Biopsy Optimization

Unlock the potential of complex data and develop robust liquid biopsy assays.

AI Clinical Trial Support

Identify a panel of predictive candidate biomarkers and the drug's mechanism of action.

Data Security

We prioritize the security of your valuable data so that you can focus on leveraging insights and driving innovation in your organization.

Our technology is designed with robust measures to ensure data confidentiality, integrity, and availability throughout its lifecycle. Data is protected through multiple layers of security, and our encryption techniques safeguard data at rest and in transit, ensuring that only authorized individuals can access it. Our role-based access controls, allow you to manage user permissions and restrict access to sensitive information.

Our auditing capabilities enable you to track and monitor data access and changes for compliance purposes.

Role-Based-Access-Control to ensure the right people view the right level of information

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

Need some advice?

Meet Our Expert Discovery Team

We Listen to your problems

No hard sales conversations

We give you confidence to move forward

Take The First Step

What Does An AI Precision Medicine Workflow Look Like?

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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

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