M3TRIQ

AI-designed ligands and optimization platform

Cut your culture media cost by up to 80%
M3TRIQ automates the design of ligands that match your target signaling pathways

Why Choose M3TRIQ

AI-Powered Discovery Platform

Automates ligand discovery targeting specific protein pathways using advanced neural models.

Cross-Industry Scalability

Applies across biomaterials, therapeutics, and industrial biomanufacturing with minimal customization.

Lower Cost – Up to 80%

Dramatically reduces the cost of high-performance ligands without compromising quality.

Solving Real Business Challenges

Cost-Scale Paradox

Cutting reliance on expensive recombinant proteins and reducing per-liter media costs dramatically.

Slow and Risky R&D Cycles

Provides an in-silico media prototyping engine that rapidly screens molecules for biological function, stability, and scalability—reducing time-to-decision and R&D cost by up to 60%.

Regulatory and Scale-Up Bottlenecks

Integrates regulatory intelligence into media optimization—flagging GRAS-compatible inputs and simulating bioreactor-scale conditions early, enabling smoother tech transfer and faster regulatory pathways.

Proprietary Technology

De Novo Ligand Discovery Engine

Designs AI-generated small molecules that mimic growth factors, optimized for receptor binding, species compatibility, and food safety.

Functional Assay Simulation Layer

Predicts cell growth and differentiation outcomes using AI models trained on wet-lab data, reducing trial-and-error and lab costs.

Media Cost-Efficacy Optimizer

Uses reinforcement learning to balance ingredient cost, chemical stability, and biological performance for scalable media formulations.

Regulatory-Aware Design Filter

Screens for ingredients with FDA, GRAS, or EFSA precedent to ease regulatory approval and accelerate commercialization.

Meet the Team

Zi Ying Tan, PhD
Zi Ying Tan, PhD
Stem Cell Biology
Kong Khai Jien, PhD
Kong Khai Jien, PhD
Synthetic Biology
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