Evidence before claims

Demonstrated technical foundation

• Calibrated stereo capture and video-processing workflows
• ZeOS Platform and real-to-simulation control loop
• External controller driving the platform in real time
• Fish movement and spatial behavior modeling
• ZED-based RGB and depth workflow development

Active validation work

• ALS zebrafish-model functional phenotyping workflow
• Per-fish identity and longitudinal evidence record
• Behavioral feature extraction
• Controlled stimuli and protocol logging
• Synthetic-data generation for tracking and QC stress testing
• Reference-condition study design
• Comparison of standard endpoints versus combined functional evidence