Where Models Data and Teams Work as One

We developed ModelFlow, the digital backbone for pharma process development. Made for pharma, by pharma.

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Created by scientists and engineers from:

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Johnson&Johnson logo
Astra Zeneca logo
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Siemens logo
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Accelerate Drug Development

Streamlined Workflows

Collaboration

Faster results

Increased ROI

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Optimize your pharma process in one place

Connecting data, models, and teams into a unified platform for faster, more reliable biopharma progress.

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Transforming fragmented development steps into an integrated, optimized process.

Simplifying all therapeutic modalities

Our platform is designed to delivering all therapeutic modalities, with libraries of workflows structured to handle any of them effectively.

Carbon

Small Molecule

Core treatments with precise targeting and established efficacy.

Dna

Oligonucleotides

Next-gen therapies using synthetic DNA or RNA fragments.

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Biopharm & Sterile

Advanced biological therapies and sterile formulations for critical care.

Eyedropper

Vaccines

Protective immunizations harnessing cutting-edge biotechnological advances.

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Achieve more and faster with ModelFlow

The right workflow for your pharmaceutical products, powered by the most advanced model and application library.

Get tailored model recommendations that support robust process and product development across the full lifecycle.

Case study

Connecting innovative teams and impactful products

Case Study

Global Biopharmaceutical Leader

How Did ModelFlow’s End-to-End Digital Twin for Reactive Crystallization, Filtration, Washing, and Drying Accelerate the Development of a Second-Generation On-Market Blockbuster

80+

Lab experiments replaced through in-silico simulation

$200M

Informed a $200M facility investment decision

3+

Months saved via accelerated digital optimization

2L - 10,000L

Scale-up achieved digitally, eliminating 12 experiments at scale

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Top 5 Global Healthcare Company

PolyModels Hub derives actionable insights from process, lab, and operations data to enhance yield and reduce suboptimal production.

50+

Suboptimal batches identified, representing ~10% of yearly production

$60M/year

Estimated annual value captured after implementing process changes

4+

Manufacturing sites achieving reproducible results through standardized models

150+

Process days recovered by avoiding rework of suboptimal batches

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Leading European Pharmaceutical Company

How Does ModelFlow’s End-to-End Modeling Drive Results for a New Continuous Manufacturing Process of a Pipeline Blockbuster?

100+

Lab experiments reduced using in-silico runs

$3M

Development cost savings

3+

Months saved in development time

10+

Large-scale batch runs avoided

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Top 5 Global Healthcare Company

How Did ModelFlow’s Digital Workflows Optimize Protein A Resin Usage and Accelerate Scale-Up for a Second-Generation Biologic?

4-Cycle

Optimized plan extending resin productivity while safeguarding resin life

$2M/year

Savings achieved through in-silico optimization of resin cycles

4

Large-scale campaign time saved via virtual DoE and risk analysis

2

Only two confirmatory experiments required for process validation

Accelerate pharma

process development.

Transform lives.

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