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AI Digital Twins for Bioprocessing

Predict. Optimise.
Win every batch.

Validated AI digital twins and optimisation tools for microbial fermentation and mammalian cell culture — built by biology professionals, no IT team required.

Seven products live today. Backed by patents, 100 industrial batches, and 34 years of fermentation R&D.

100Industrial batches validated
100%Fault-detection sensitivity
40–80hEarlier fault detection
Live Fermentor — Penicillium chrysogenum
25.0 °C
Temperature
6.50
pH
45.2 %
Dissolved O₂
150 rpm
Agitation
Batch running — normal operating conditions
3Patents published
7Products available
34Years R&D experience
2AI divisions

Deep tech across biology and the brain

Janussphere builds AI for two frontiers — industrial bioprocessing and brain-inspired computing.

Division 01

Fermentation & Cell-Culture AI

Digital twins, media optimisation, batch analytics and DOE for microbial fermentation and mammalian cell culture — turning bioprocessing from an art into a data-driven science.

FermentWinCellWinFerMediaOptCellMediaOpt+3 more
Division 02

Neuroscience AI — F-BEMN

Brain-inspired computing built on our F-BEMN (Fermentation Batch Episodic Memory Network) architecture — protected by two published patents. The foundation for our next frontier: a Brain-Neurons Digital Twin.

F-BEMNNeuromorphic AI2 patentsBrain-Neurons Twin — next

Seven products, available today

From real-time monitoring to media optimisation, batch analytics, experimental design and protein analysis.

Live

FermentWin

V23 biology-native digital twin

Real-time fermentation monitoring and fault detection. Validated on 100 industrial penicillin batches with 100% sensitivity.

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Live

FerMediaOpt

Fermentation media optimiser

Strain-aware media & process optimisation with a dry-lab predictor. Validated against published wet-lab data.

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Pilot

CellWin

CHO cell-culture digital twin

Mammalian cell-culture twin built on a genome-scale metabolic model. Growth predicted to 1.7% error against measured data.

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Live

CellMediaOpt

CHO media optimiser

Cell-culture media optimisation with glycosylation & stoichiometry modules. Validated against 6+ published studies.

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Live

Ferment BatchAnalysis

Batch analytics & reporting

Ingest a batch CSV, get an engineering verdict plus three regulatory-style PDF reports with an audit-logged data container.

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Live

Ferment DOE

Design of Experiments

Eight design types — Plackett-Burman, Box-Behnken, CCD and more — with a full statistical engine and AI-narrated results.

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Live

ProteinWin

AI protein-gel reviewer

Automated protein-gel segmentation, molecular-weight estimation and review — powered by a trained deep-learning model.

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Built for the bioprocessing industry

Our AI tools support fermentation and cell-culture operations across pharma, biotech, food and beyond.

Pharmaceuticals

Antibiotics and active pharmaceutical ingredients — validated on industrial penicillin.

Biopharma & Biologics

Monoclonal antibodies and recombinant proteins via CHO mammalian cell culture.

Biotechnology

Industrial enzymes, recombinant proteins and microbial product development.

Food & Beverage

Fermented foods, probiotics and cultures — consistent, data-driven batches.

Aquaculture

Probiotics and feed fermentation, backed by 34 years of aquaculture R&D.

Biofuels & Industrial

Bioethanol and industrial fermentation — yield optimisation and scale-up.

FermentWin in action

The real ML model predicting penicillin fermentation outcomes from industrial batch data — built by biology professionals, no IT background needed.

2 min 44 secFull demo walkthrough
Real ML modelBatch predictions & fault detection
No IT neededBuilt by biology professionals

Building India's bioprocess AI ecosystem

We work with GTM partners, technology integrators, resellers, academic institutions and testing laboratories across India and Southeast Asia.

Ready to win every batch?

Request a live demo of FermentWin or any product in the suite, or talk to us about partnership.

Request a demo Contact us