The CONVERGE® Platform

An end-to-end system that integrates technological innovations from discovery to translation to streamline drug development.

We are a fully-integrated digital biotech company with technology at every step.
Cover-01 4-3.png

Our mission is to create better drugs, faster

for the most challenging diseases of our generation.

 

Technology has revolutionized nearly every aspect of our lives. Yet, in biopharma, the cost of developing a drug continues to multiply. Despite decades of work from millions of incredible scientists, deciphering biological complexity remains one of the greatest challenges and largest opportunities for humanity.

 
 

The molecular biology revolution of the 1950s resulted in the birth of modern biotech, forging companies like Genentech, Amgen, and Biogen. Today, technological advances in genomics, machine learning, and engineering have created a new opportunity to build the next enduring biotech companies of our generation. Verge integrates multiple technological innovations across biology, chemistry, translational sciences, and engineering to create medicines more efficiently and with an improved probability of success.

The CONVERGE® Platform

SVG file icon
 

Our end-to-end CONVERGE® discovery platform is a closed-loop machine learning system combining industry-leading proprietary human genomics with advanced computational tools to predict new drugs with a higher probability of clinical success.

 

Our platform combines human-centric biology and chemistry to create a virtuous cycle of learning and a novel, proprietary pipeline of compounds that are developed towards the clinic.

 
 
SVG file icon
 
 
 

Human Input Data

61.7 TB

 

Human Gene Expression

 

4,789

Gene Perturbations

5,524

ChIP-seq studies

> 2 million

Protein-protein interaction

 

61.7 TB

Inferred relationships between genes

 

Biological Validation Data

21 TB

 

Cell Imaging Data

 

47 TB

Cell ‘Omics Data

> 1 million

Physiological measurements

 

Clinical Validation Data

Healthy volunteer

2,100 patient samples

ALS patient

2,179 patient samples

PD patient

595 samples

FTD Patient

225 samples

 
SVG file icon

Data, Direct-From-Human

Animal and cell models are poor predictors of whether drugs work in humans. We use human brain tissue sourced directly from patients, rather than animal or cell approximations. When combined with genetics, this reveals targets that are 3X more likely to succeed in the clinic.

SVG file icon

End-to-End Infrastructure

We validate our in silico predictions in our wet laboratories, creating a mutually reinforcing cycle of learning with our machine learning platform.

SVG file icon
Targeted Predictions

We use machine learning to predict high-confidence targets and drugs, thereby eliminating the need for brute force screening.

SVG file icon

Success

We are one of the first AI-enabled drug discovery companies to discover a novel target and internally develop a proprietary clinical candidate entirely using our proprietary platform. We achieved this in just four years.

 
 

For greater probability of success in humans, we must start with humans.