invision.ai: Revolutionizing Transportation and Infrastructure with Privacy-Preserving AI

invision.ai is a pioneering AI company specializing in intelligent video analytics for transportation and infrastructure monitoring. Leveraging patented, privacy-first technology, it delivers real-time, 3D-aware insights using standard cameras—no LiDAR required—enabling smarter, safer, and more efficient mobility systems. Its core products, iVOD, iAID, and iFlow, empower governments and transit operators to enforce high-occupancy vehicle lanes, detect incidents with near-zero false alarms, and optimize passenger flow in public transit hubs. The platform’s ability to create accurate 3D digital twins, support multi-camera collaboration, and operate reliably in all weather conditions makes it a powerful tool for modernizing urban and highway infrastructure.

Key Features:

• Vehicle Occupancy Detection (iVOD): High-accuracy, real-time passenger counting in vehicles under any weather or speed condition using a single roadside camera.
• Automatic Incident Detection (iAID): Patented, privacy-preserving AI for real-time, geo-localized anomaly detection with less than 0.03 false alarms per camera per day.
• Origin to Destination Tracking (iFlow): Advanced People Flow and vehicle tracking across multiple cameras with detailed geo-spatial data including location, speed, size, orientation, and heading.
• 3D Reconstruction & Calibration: Enables real-time 3D perception from a single camera with 10cm precision, eliminating the need for flat ground-plane assumptions.
• Multi-Camera Collaborative Mesh: Integrates video, infrared, and thermal feeds from multiple cameras into a unified, high-integrity 3D digital twin.
• Privacy-Preserving Technology: Fully anonymizes images at the source using patent-pending image anonymization, ensuring compliance with data protection standards.
• Real-Time Situational Awareness: Provides live, interactive 3D visualization of traffic and crowd movements for proactive decision-making.
• Low-Touch Deployment: Can be installed on any site in under two hours with portable units, ideal for rapid testing and scaling.
• Adaptive Highway Lighting: Powers energy-efficient, safety-enhanced lighting systems, achieving up to 75% energy savings in real-world deployments.
• Level Crossing Monitoring: Detects trespassing, encroachments, speeding, and malfunctions to improve safety and reduce wait times.
• Video-Based Tolling: Enables accurate, automated toll collection based on vehicle occupancy without requiring transponders.
• Behavioral Science Integration: Applies behavioral insights to optimize passenger movement and increase throughput by up to 27% in railway stations.
• Generative AI Learning: Continuously improves detection accuracy through AI-driven learning and adaptive modeling.
• Edge Processing: Distributes computation across devices for low-latency, scalable performance in real-time environments.
• Global Deployments: Proven success in countries including France, Switzerland, Belgium, Canada, and the United States.

Pricing: invision.ai offers a flexible pricing model with a free trial available for potential clients to test its solutions in real-world environments.

Conclusion: With its innovative, privacy-conscious AI platform and real-world impact across transportation safety, efficiency, and sustainability, invision.ai is a transformative force in smart infrastructure—ideal for cities, transit agencies, and highway operators seeking intelligent, scalable, and ethical solutions.