Orchestrate Bioinformatics Workflows with AI Agents

From target identification to lead optimization — accelerate your molecular discovery
M3TRIQ's agentic AI platform automates and orchestrates end-to-end bioinformatics workflows, connecting protein engineering, drug discovery, and cell culture optimization in one unified system.
Featured Pipeline

AMPSA

Agentic Multi-species Paratope-preserving Species Adapter

Transform antibodies from any source species to any target species. Our multi-agent AI system preserves binding while reducing immunogenicity.

73-75%
Confidence Score
Any→Any
Species Adaptation
Years→Weeks
Time Saved
🧬

Species-Agnostic Adaptation

Works for ANY species — mouse, dog, rabbit, chicken, llama, shark. Not limited to mouse-centric humanization like traditional tools.

Mouse→HumanHuman→CattleDog→Rhino
🎯

CDR Preservation

Intelligent CDR identification ensures antigen-binding regions remain untouched while framework regions are optimized.

Binding PreservedIMGT NumberingParatope Safe
🤖

Multi-Agent Workflow

Four specialized AI agents: Analyzer → Designer (200+ candidates) → Validator → Optimizer. Ensemble scoring with immunogenicity prediction.

LangGraphLLM AgentEnsemble Scoring

Discovery Pipelines

End-to-end AI-powered workflows for every stage of molecular discovery

Protein Engineering & Design

De novo protein design, structure prediction, and optimization using AI-driven workflows. From sequence to function.

AlphaFold integrationBinding affinity optimizationStability engineering

Drug Discovery & Lead Optimization

Virtual screening, molecular docking, and ADMET prediction for small molecule development.

Virtual screeningMolecular dockingADMET prediction

Growth Factors & Cell Culture

Design and optimize growth factors and media components for cell culture applications.

Media optimizationGrowth factor designCost reduction up to 80%

Target Identification & Validation

AI-assisted target discovery, pathway analysis, and druggability assessment.

Pathway analysisDruggability scoringTarget prioritization

Platform Capabilities

Powered by intelligent agents that understand your research goals

Agentic AI Orchestration

Intelligent AI agents that autonomously plan and execute complex bioinformatics workflows.

Multi-Database Integration

Seamless access to ChEMBL, PDB, UniProt, and other major biological databases.

Automated Pipelines

End-to-end automation from data retrieval to analysis and visualization.

Collaborative Research

Real-time collaboration tools for research teams across institutions.

Latest News

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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
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