Data management insights, product updates, and thought leadership on the foundational database designed for scientific discovery.

Blog • Polymodel

High Level Chromatography Workflow 

Chromatography model-based Workflows throughout the drug development phases

Supersaturation plot - crystallization - the aim is to maintain the supersaturation below 1.5

Supersaturation plot - crystallization

Hero - blog

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Morphological Crystallization workflow app

crystallization app main screen overview

ARA - Screenshot - Process Flow Diagram Creation

Chromatography app results

V2 Drying Digital Twin With Virtual DOE Visual - light gradient

E2E Digital Twin - API

Founders Group 1

ARA what-if analysis creation phase with predefined what-ifs

ARA - Screenshot - What if analysis Creation

Chromatography Model-Based Workflows to Accelerate Biologics Process Development (Part 1)) 

Chromatography Model-Based Workflows to Accelerate Biologics Process Development (Part 1)

Stop Guessing, Start Predicting: How E2E Modeling Solves Pharma's Costliest Scale-Up Challenges

PolyModels Hub Raises £7 Million to Power Biopharma’s Digital Backbone

De-Risking Crystallization Scale-Up: A Mechanistic Approach to Morphological Control in Batch Crystallization

Accelerating Pharma Risk Assessment: How an AI-Enabled Tool Addressed a 300-Hour Manual Bottleneck

Learn how ModelFlow's chromatography workflows accelerate biologics process development. Turn mechanistic modeling into scalable, accessible digital twins.

Chromatography Model-Based Workflows for Biologics

Learn how mechanistic modeling de-risks crystallization scale-up. Control API morphology, ensure process stability, and accelerate pharmaceutical R&D workflows.

Mechanistic Modeling for API Crystallization Scale-Up & Shape

A Mechanistic Approach to Morphological Control in Batch Crystallization

Discover how a Top 10 pharma client used an AI-driven, human-in-the-loop system to transform unstructured lab notes into PFDs and TRAs, saving hours in manual data entry.

Pharma AI Case Study: Automating PFD & TRA Workflows

See how a Top 5 Pharma company saved $2.2M, reduced CO2 by 115 tonnes, and accelerated timelines by 3 months using End-to-End mechanistic modeling.

E2E Modeling for Pharma Scale-Up: $2.2M Savings Case Study

Learn how a Top 10 Pharma company saved over $2M and accelerated drying scale-up by 3 months using mechanistic modeling.

Digital Twin for Drying Scale-Up: Pharma Case Study

Digital Twin for Drying Process Scale-Up

PolyModels Hub Raises £7 Million to Power Biopharma’s Digital Backbone!

PolyModels Hub secures £7 million to expand digital support for biopharma process development and production.

PolyModels Hub Raises £7 Million for biopharma digital backbone

PolyModels Hub Raises £7 Million to Power Biopharma’s Digital Backbone 

PolyModels Hub raises GBP 1.1m Seed to build the digital backbone for pharma process development

PolyModels Hub secures GBP 1.1m Seed funding to advance digital tools for pharma process development and support faster, reliable scale-up.