DataHow

Bioprocess Digital Twin Platform
Combining machine learning and process science to accelerate biopharmaceutical development and smart manufacturing

Product Overview

DataHow AG was founded in 2017 and is headquartered in Zurich, Switzerland, with a team of over 40 members across 4 locations, serving more than 50 active clients. DataHow provides an adaptive digital twin platform that transforms operational data into actionable smart insights for bioprocess optimization. 18 of the world's top 20 pharmaceutical companies have adopted DataHow solutions. DataHow is a member of the Rockwell Automation ecosystem.

DataHow Digital Twins Process Optimization Platform
DataHow Digital Twins Process Optimization Platform — Process prediction and optimization from lab to production scale

Core Capabilities

Accelerated Process Development

Leverage digital twins for process simulation and optimization, significantly reducing development timelines

Improved Yield & Quality

Reduce cost of goods (COGS), enhance product quality and consistency

Real-Time Monitoring & Control

Predictive monitoring and automated control to reduce downtime

Accelerated Validation & Tech Transfer

Support scenario simulation, accelerate regulatory filing and scale-up

DataHow AI Technology Architecture
DataHow AI Technology Architecture — Digital twin technology combining hybrid models, machine learning, and statistical analysis

Application Scenarios

Bioreactor Process Optimization

Simulate and optimize bioreactor operating parameters through digital twins

Upstream/Downstream Process Integration

End-to-end process integration simulation ensuring optimal coordination of upstream and downstream processes

Scale-Up & Technology Transfer

Accelerate technology transfer and validation from lab to production scale

Continuous Manufacturing Process Development

Support modeling, simulation, and optimization of continuous manufacturing processes

Aligned with FDA Pharma 4.0 Vision

DataHow transforms process data into actionable insights, driving biopharmaceuticals from data collection toward AI-driven smart manufacturing. Through digital twin technology, organizations can realize the Pharma 4.0 vision of real-time monitoring, predictive control, and continuous process improvement, providing a solid foundation for the digital transformation of the biopharmaceutical industry.

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Learn More About DataHow Solutions

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