Digital Biology in Real Time
Experience the future of cell culture research with AI-powered digital twins that respond to experiments instantly. Transform weeks-long iterations into real-time discovery.
Real-time transformation powered by AI
How Aiork Transforms Research
Our revolutionary 4-step process turns traditional cell culture research into an interactive, real-time experience that accelerates discovery and reduces experimental risk.
Connect & Upload
Upload time-lapse microscopy videos, single-cell RNA-seq, or proteomics data from your existing lab equipment. Our platform supports multiple data formats and integrates seamlessly with your current workflow.
- • Multiple data format support (videos, RNA-seq, proteomics)
- • Existing lab hardware integration
- • Automated data pipeline setup
- • Quality validation and preprocessing
Auto-Tune Foundation Model
Aiork fine-tunes its foundation model to match your exact cell line and experimental conditions. Machine learning adapts to your specific setup, creating a personalized digital twin.
- • Cell line-specific model adaptation
- • Experimental condition calibration
- • Automated hyperparameter optimization
- • Continuous learning from your data
"Poke" the Digital Twin
Dose with drug candidates, apply CRISPR edits, or change environmental conditions like temperature, pH, or shear stress. Test multiple scenarios simultaneously without physical constraints.
- • Drug candidate screening and dosing
- • CRISPR gene editing simulation
- • Environmental parameter manipulation
- • Parallel experiment execution
Instant Results & Predictions
Watch 3D cell morphology evolve second-by-second with quantitative metrics. Export downstream assay predictions and generate comprehensive reports for decision-making.
- • Real-time 3D morphology visualization
- • Quantitative metric tracking
- • Downstream assay predictions
- • Automated report generation
Powered by Three AI Engines
Our platform combines three breakthrough AI technologies to deliver unprecedented biological simulation capabilities with scientific accuracy and real-time performance.
Graph Neural Networks
Model intracellular signaling pathways and capture complex protein-protein interactions with state-of-the-art graph architectures that understand biological networks.
- • Protein interaction modeling
- • Signaling cascade prediction
- • Network topology analysis
- • Dynamic pathway simulation
Diffusion Models
Generate voxel-level shape changes and create high-fidelity visual representations of cellular morphology evolution with advanced generative AI technology.
- • Voxel-level shape generation
- • Morphology evolution modeling
- • High-fidelity visualization
- • Realistic cell behavior simulation
Differentiable Fluid Dynamics
Model media transport and nutrient flow while accounting for physical forces and constraints through differentiable computational fluid dynamics.
- • Nutrient transport simulation
- • Waste removal modeling
- • Physical force calculation
- • Microenvironment dynamics
Built for Nvidia's Latest Hardware
Aiork is optimized for Nvidia's cutting-edge GPU infrastructure, delivering unprecedented performance for real-time biological simulation and visualization.
Why GPU Acceleration is Essential
Blackwell B200 Tensor Cores
FP4 precision enables massive parallel processing for complex biological simulations with unprecedented speed and efficiency.
RT Cores for Real-Time 3D
Hardware-accelerated ray tracing delivers photorealistic visualization of cellular morphology changes in real-time.
NVLink Multi-GPU Scaling
High-bandwidth interconnects enable seamless scaling across multiple GPUs for complex multi-cellular simulations.
Clara & BioNeMo Integration
Native integration with Nvidia's life sciences platforms provides optimized workflows and pre-trained models.
Performance Benefits
Development Roadmap
Our carefully planned roadmap ensures steady progress toward revolutionizing biological research with clear milestones and deliverables.
Alpha Release
Limited Partners
- • Core digital twin engine
- • Basic cell line support
- • Simple intervention modeling
- • Partner feedback integration
Closed Beta
Select Biotech Labs
- • Enhanced AI models
- • Multi-cell line support
- • Advanced visualization
- • Lab hardware integration
Public Launch
General Availability
- • Full platform access
- • Comprehensive documentation
- • Customer support
- • Enterprise features
Advanced Features
Next Generation
- • Multi-organ systems
- • Drug discovery AI
- • Predictive analytics
- • API ecosystem
Transforming Research Across Biology
Aiork's digital twin technology revolutionizes research across multiple biological domains, accelerating discovery and reducing costs while maintaining scientific rigor.
Drug Discovery
Rapid compound screening
Test thousands of drug candidates simultaneously in digital twins, reducing screening time from months to hours while maintaining biological accuracy.
Cancer Research
Tumor microenvironment modeling
Model complex tumor-stroma interactions and test therapeutic interventions in realistic 3D microenvironments with real-time feedback.
Stem Cell Biology
Differentiation pathway prediction
Predict and optimize stem cell differentiation protocols by modeling cellular fate decisions and environmental influences.
Toxicology
Safety assessment acceleration
Rapidly assess compound toxicity across multiple cell types and exposure conditions, reducing reliance on animal testing.
Join the Future of Biology
Be part of the revolution that's transforming biological research. Join leading researchers and biotech companies who are already experiencing the power of real-time digital twins.
Priority Support
Direct access to our engineering team and priority technical support
Feature Input
Shape the product roadmap with your feedback and feature requests
Special Pricing
Exclusive early access pricing and grandfathered rates
No commitment required • Free during alpha and beta phases
Questions? Contact our team directly