Always-On Analysis
Traditional experiments generate data that sits in silos until manually analyzed days or weeks later. Our real-time analytics platform transforms raw sensor data into actionable insights the moment it's generated, enabling rapid decision-making and adaptive experimentation.
Live Data Integration
Electrophysiology
Real-time cardiac action potentials, field potentials, and impedance measurements from MEA systems.
Metabolism
Continuous oxygen consumption, glucose uptake, lactate production, and pH monitoring.
Imaging
Live-cell microscopy with automated morphology analysis, cell tracking, and fluorescent reporters.
Barrier Function
Transepithelial electrical resistance (TEER) and permeability tracking across tissue barriers.
Intelligent Analysis
Anomaly Detection
AI monitors all data streams for unusual patterns, automatically flagging deviations from expected behavior and potential experimental issues.
Predictive Modeling
Machine learning models project future trajectories based on early data, enabling go/no-go decisions before experiments complete.
Automated Reporting
Natural language generation creates human-readable summaries and alerts, delivered via dashboard, email, or integration APIs.
Comparative Analysis
Automatic comparison against historical experiments and reference compounds, placing new results in context instantly.
Analytics Dashboard
Live Visualization
Interactive charts updating in real-time with drill-down capabilities for detailed exploration.
Custom Alerts
Configurable thresholds trigger notifications when critical parameters exceed acceptable ranges.
Experiment Playback
Time-travel through historical data to understand how responses evolved over the experiment duration.
Export & Integration
One-click export to common formats and API integration with downstream analysis tools and LIMS.