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ChemNexus AI Platform

The only platform trained on millions of molecules, deep neural networks for real chemical interactions, and thousands of complex formulations

From months of trial-and-error to ranked formulations in days
Our 4 foundational models cover the properties that matter most: viscosity, surface tension, stability, and foaming. Upload your data to fine-tune any model on your specific ingredients and conditions, then get a ranked list of formulations predicted to meet your targets.
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Universal molecular encoder

The AI doesn't just crunch numbers—it understands molecular structure. Trained on millions of chemical compounds, it predicts how ingredients interact and what properties they'll create. That means smarter recommendations from less data.

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Virtual Viscometer

Predict viscosity and viscosity flow curves for your formulations without endless lab testing. Fine-tune on your ingredient database to get accuracy tailored to your specific chemistry.

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Virtual Stability Chamber

Predict formulation stability across environmental conditions without months of real-world testing. Fine-tune to your shelf-life requirements and specific constraints.

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Virtual Surface Tensiometer

Predict surface tension and interfacial properties for your formulations. Fine-tune on your surfactant systems to accurately model how ingredients affect surface behavior.

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Virtual Foam Analyzer

Predict foam formation for shampoos, cleansers, and other aerated products. Fine-tune on your formulation history to get predictions that match real-world performance.

High-throughput material characterization and QC in your laptop

Replace months of real-world testing with instant virtual characterization. Our virtual lab equipment lets you evaluate formulations in seconds, not weeks. Make better formulation decisions faster, while reducing expensive lab work and accelerating your path to market.

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What sets FastFormulator apart

The only platform combining a universal molecular encoder, proprietary complex mixture data, and four specialized foundational models you can finetune on your data.

Universal molecular encoder

Our chemistry-aware encoder adapts to new properties without starting from scratch, reducing data requirements for custom models by leveraging foundational chemical knowledge.

Pre-trained foundational models

Hit the ground running with models already trained on common properties like viscosity and stability. Finetune from a proven baseline instead of building from zero.

Trained on proprietary complex mixture data

Trained on thousands of proprietary complex formulations, our models understand multi-ingredient interactions in real products, not just isolated compounds like traditional chemical AI.

Finetune on your data

Take any of our foundational models and finetune them on your proprietary data and ingredients. Leverage our universal molecular encoder and pre-trained knowledge for faster convergence and better accuracy from smaller datasets.

Your data stays yours

Your proprietary formulation data remains completely siloed and secure. We never mix it into our foundational models. It's used exclusively to finetune the models on your behalf and stays fully under your control.

True industry flexibility

From cosmetics to coatings, pharmaceuticals to agriculture—predict the properties that matter most across any industry with one unified platform.

Cut formulation cycles from months to weeks

See how teams are using FastFormulator to reduce failed experiments, accelerate time to market, and make product decisions backed by predictive AI instead of guesswork.