AI Live Insight

AI Live Insight is a software-only layer that connects to existing IP cameras and VMS platforms via standard RTSP/ONVIF protocols. It receives video streams, runs AI detection in real time, and generates alerts -- without touching or replacing any installed camera hardware.

Traditional monitoring relies on human operators who fatigue and miss incidents. AI Live Insight runs 24/7 without attention gaps, detects threats in real time, and generates structured event data for accountability. Organizations reduce response times and staffing costs for monitoring rooms.

No. Any IP camera or VMS supporting RTSP or ONVIF works with AI Live Insight. The platform also supports drone feeds and fleet vehicle cameras. Organizations leverage their existing camera investments without purchasing proprietary hardware.

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Yes. VIDIZMO fine-tunes pretrained models with customer-provided labeled data for domain-specific patterns. Organizations can also bring their own approved models or open-source models. Custom models are isolated per customer for data security.

AI Live Insight performs face detection (a face is present) and tracking (following across frames), not facial recognition (identifying who someone is). This distinction matters for privacy -- detection and tracking are privacy-preserving capabilities without identity matching.

AI Live Insight detects a range of municipal conditions, with all detections routing to 311/CRM systems as structured service requests.

• Copper wire theft activity
• Illegal dumping
• Road hazard and pothole detection
• Trash accumulation
• Double parking
• Bike-lane/ADA blockage
• Loading zone misuse
• Overstaying

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VIDIZMO addresses 17 transit use cases validated with Toronto TTC including fare evasion detection, platform safeguarding, crowd counting, track intrusion alerts, loitering detection, fallen person assistance, and demographic analysis for service planning.

PPE compliance detection, cycle-time analysis for production efficiency tracking, and unsafe behavior detection on factory floors. Models are fine-tuned on customer-specific manufacturing environments with real-time alerts to safety managers for immediate response.

Yes. AI Live Insight detects double parking, bike-lane blockage, ADA zone violations, loading zone misuse, and overstaying. Each violation generates a structured event record with timestamp, location, and video evidence that can route to enforcement or municipal CRM systems.

Video capture triggers when AI detects a specific event, with configurable pre-event and post-event buffers. A weapon detection might save video from 30 seconds before through 60 seconds after, capturing full context without continuous recording of every camera feed.