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

Solving Real Business Challenges

AI-Powered Discovery

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

Cross-Industry Scalable

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.

Cost-Scale Optimization

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

Rapid R&D Cycles

In-silico media prototyping engine that rapidly screens molecules, reducing time-to-decision and R&D cost by up to 60%.

Regulatory Intelligence

Integrates regulatory intelligence—flagging GRAS-compatible inputs and simulating bioreactor-scale conditions early.

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.

Latest News

Loading latest news...

Meet the Team

Zi Ying Tan, PhD
Zi Ying Tan, PhD
Stem Cell Biology
Expert in stem cell research and cellular agriculture with extensive experience in cell culture optimization and bioprocess development.
Kong Khai Jien, PhD
Kong Khai Jien, PhD
Synthetic Biology
Synthetic biology researcher specializing in AI-driven bioengineering and computational approaches to biological system design.

Partners & Certifications

Malaysia Digital
Certified by MDEC
NVIDIA Inception
NVIDIA Inception Program Member
Antler
Antler Portfolio Company
© 2025, M3TRIQ Sdn. Bhd. 202501031193 (1632605-M)