The Future of Biology is a Digital Twin
Aiork transforms cell culture research with real-time AI-powered digital twins that respond to drug candidates, CRISPR edits, or physical stress in real time.
Powered by cutting-edge AI and trusted by researchers
The Research Bottleneck
Wet-lab biologists waste weeks waiting on cell-culture iterations. Current monitoring relies on manual observation and delayed analysis, creating massive bottlenecks in biological research.
Weeks of Waiting
Traditional cell culture experiments require weeks to complete, with researchers unable to adjust parameters in real-time.
Manual Observation
Researchers rely on periodic manual checks and static snapshots, missing critical dynamic changes in cell behavior.
Failed Experiments
Without real-time feedback, experiments often fail due to undetected contamination or suboptimal conditions.
Real-Time Biology, Powered by AI
Drop time-lapse microscopy clips into your browser and get a living digital twin that responds to experiments instantly.
Upload Data
Upload raw videos, single-cell RNA-seq, or proteomics data from your existing lab equipment.
Auto-Tune
Aiork fine-tunes its foundation model to your specific cell lines and experimental conditions.
"Poke" the Twin
Dose with compounds, knock out genes, or change environmental conditions in the digital twin.
Instant Results
Watch 3D cell morphology evolve second-by-second with quantitative metrics and predictions.
Powered by Cutting-Edge AI
Our platform combines three breakthrough AI technologies, optimized for Nvidia GPU infrastructure to deliver unprecedented biological simulation capabilities.
Graph Neural Networks
Model complex intracellular signaling pathways and protein interactions with state-of-the-art graph architectures.
Diffusion Models
Generate realistic voxel-level shape changes and cellular morphology evolution with advanced generative AI.
Fluid Dynamics
Simulate nutrient transport and waste removal through differentiable computational fluid dynamics.
Be Among the First
Join leading researchers who are already transforming their cell culture research. Request early access to experience the future of biological discovery and accelerate your research timeline from weeks to seconds.
Trusted by researchers at leading institutions
No commitment required • Early access is free