AI case study

InnophoreDrug discovery

Predicting a single protein binding took 2,000 hours. Deep learning models now complete the task in just 15 minutes.

Published|6 months ago

Key results

Cost Reduction
95%
Prediction Time
15 mins
vs 2,000 CPU hours
Representation Time
2 weeks
vs >1 year

Result highlights

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The story

Context

A biotechnology firm operates in the high-stakes field of drug discovery, where 90% of candidates fail and development cycles often span 15 years.

Challenge

Predicting side effects requires mapping complex protein interactions, a task that previously took over a year for the human organism. A single...

Solution
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Quotes

The company

Innophore logo

Innophore

innophore.com

Bioinformatics platform for enzyme and drug discovery using point-cloud technology.

IndustryPharmaceuticals & Biotech
LocationGraz, Austria
Employees11-50
Founded2017

The AI provider

NVIDIA is a technology company that specializes in semiconductors, graphics processing units, and artificial intelligence for applications in data centers, gaming, and more.

IndustryTechnology
LocationSanta Clara, California, United States
Employees10K-50K
Founded1993

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