Neural subject substitution
Replace subjects in finished footage while locking camera physics, lighting, and optical reflections for seamless integration.
Precision posture replication
Our neural engine maps the new subject to the original driver's posture, ensuring natural interaction with the steering wheel and interior.
Driver Swap
VerifiedFull-body replacement • Neural Mapping
Posture Lock
VerifiedGeometry alignment • Optical Flow
Light Match
VerifiedAmbient synthesis • Color Grading
Quality Assurance
Status: Frame Integrity
Geometry Calibration
InstantMatches seat and steering wheel physics.
Optical Flow Sync
30sLocks camera motion and lens distortion.
Reflection Mapping
AutomatedRenders accurate windshield speculars.
Ambient light synthesis
We match the original cockpit lighting, instrument dial reflections, and natural daylight sweeps to ensure the new subject feels native to the scene.
Custom VFX workflows
Structure your project around specific needs. From simple subject swaps to complex multi-camera tracking, our pipeline adapts to your footage.
Select a workflow branch to view technical requirements:
VFX Lead
Secure Channel
Direct production support
Communicate directly with your VFX lead. Track progress, review frames, and provide feedback in real-time through our secure portal.
Ready to start your project?
Upload your footage and reference images to begin the neural substitution process.
Technical insights on neural substitution
Answers regarding our neural pipeline, asset requirements, and the precision of our subject-matching technology for commercial footage.
Yes. We specialize in neural subject substitution, replacing the driver while maintaining 100% of the original camera physics, interior lighting, reflections, and driving motion from your source footage.
VIDA Quality Assurance: Every substitution pass undergoes rigorous frame-by-frame optical flow verification to ensure perfect alignment with original camera physics.