MCP Enabled
MiRAiQ AI Engine
From Protein Design to Manufacturing
Three integrated AI platforms covering the entire biologics development pipeline from molecular design to commercial manufacturing.
AI-Integrated Full Pipeline
Accelerating every stage from discovery to production
Target ID
Identify and validate therapeutic targets
Lead ID
Discover lead candidates through AI analysis
Lead optimization
Assess developability through AI
Protein engineering
Optimize protein properties via DBTL
Process optimization
Develop scalable bioprocesses
Manufacturing
Commercial-scale production
MIRAIQ-PRISM™
In-Silico Analysis Engine
Accelerate developability assessment of protein candidates through comprehensive computational analysis
Lead Identification
Sequence Core
Protein sequence analysis
- PTM analysis
- Codon optimization
- Systematic plasmid Optimization
Structure Core
3D structure modeling
- Disulfide bond analysis
- Free cysteine analysis
- Structure prediction
- Molecular dynamics simulation
Safety/Efficacy Core
Risk assessment
- Immunogenicity prediction
- Off-target effect analysis
- Potency assessment
Other Properties
Physical characteristics
- Aggregation propensity
- Solubility prediction
- Viscosity & stability modeling
MIRAIQ-ORION™
Protein Engineering Platform
Optimize protein properties through intelligent design
Lead Optimization
AI Modeling
Machine learning-driven protein design
- Mutation site prediction
- Stability scoring
- Multi-objective optimization
DBTL Cycles
Design-Build-Test-Learn iteration
- Automated workflows
- Real-time data integration
- Continuous learning
Rational Engineering
Structure-guided optimization
- 3D structure analysis
- Binding affinity tuning
- Expression enhancement
Rapid Development
Accelerated timeline to market
- 10x faster cycles
- Parallel testing
- Predictive success rates
MIRAIQ-IGNIS™
Bioprocess Optimization Platform
Scale from lab to commercial production efficiently through intelligent bioprocess optimization
Process Development & Manufacturing
Upstream
Cell culture optimization
- Fermentation control
- Media optimization
- Cell line development
Downstream
Purification process
- Chromatography optimization
- Recovery process design
- Yield maximization
Formulation
Product stability
- Stability optimization
- Delivery system design
- Shelf-life extension
Scale-up/down
Production scaling
- Process transfer
- Scale-independent parameters
- Manufacturing readiness
Beyond AIDD: Manufacturing-Centric AI
Starting from industrial endpoints, creating a definitive path from molecular discovery to scalable production
Industrial DNA
Starting with the End
Embedded quality attributes into our algorithm, our platform delivers a manufacturable solutions, not just a molecule.
Close-Loop Engine
Validated by Products
Our platform drives full R&D cycles of core products. The tools are validated through real pipelines, not experimental software.
Domain Knowledge with Data
Dual Assurance by Domain Expert and Exclusive Data
Combining biological expert knowledge to curate high-quality data, supplemented with in-house high-throughput experiments for exclusive proprietary data, ensuring reliablility.
System-Level Chassis Adaptation
Beyond Enzymes, Understanding Cell Factories
Beyond single molecule design, our AI optimizes metabolic pathways and chassis compatibility. Solving systems engineering challenges to ensure products "can be made, survive well, and yield high".
Ready to Transform Your R&D Process?
Get in touch with our team to discuss how MiRAiQ can accelerate your biologics development