PolyModels Hub provides ModelFlow, a digital platform that utilizes AI-driven modeling and simulation to streamline pharmaceutical process development from initial design to product launch. This solution enables scientists to optimize experimental designs, enhance data extraction, and accelerate decision-making, ultimately reducing time-to-market for drug products.
Funding
$1.4M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.

Founders
Product
Problem
Pharmaceutical process development is often slowed by inefficient experimental designs, fragmented data management, and difficulties in cross-team collaboration. This can lead to extended time-to-market and increased costs for new drug products.
Solution
PolyModels Hub offers ModelFlow, a digital platform that leverages AI-driven modeling and simulation to streamline pharmaceutical process development from initial design to product launch. ModelFlow enables scientists to optimize experimental designs, enhance data extraction, and accelerate decision-making. The platform provides a centralized environment for managing the entire lifecycle of pharmaceutical products, facilitating collaboration across teams and improving compliance. By offering tailored modeling recommendations and workflows, ModelFlow helps reduce time-to-market and enhance knowledge-building for future products.
Target Audience
The primary target audience includes pharmaceutical scientists, engineers, and R&D teams involved in drug development, from initial research to manufacturing.
Features
- AI-driven modeling and simulation for pharmaceutical process development
- Optimized experimental designs to maximize data extraction
- Centralized platform for managing the entire product lifecycle
- Workflows for small molecule, oligonucleotides, biopharm & sterile, and vaccines
- Tools for data analysis, simulation, and seamless sharing across teams
- Features to manage projects, code, file systems, and data in one place
- Integrates with Quality by Design (QbD) experimental frameworks