Camera Intelligence Platform

VisualIQ

Transform existing cameras into intelligent sensors. Natural language alerts, behavioral analytics, and hardware-agnostic deployment across any facility.

Natural language alertsBehavioral analyticsHardware agnosticZero rip-and-replace

Core Architecture

VisualIQ is built as a modular pipeline. Rather than analyzing frame by frame, it builds a temporal understanding of activity across the facility over time.

Camera / NVR / drone ingest

Connects to RTSP streams, ONVIF cameras, NVR-restreamed video, and drone feeds already covering the facility.

Frame sampling

Processes small frames at low FPS by default to keep workload manageable across many lines and zones.

Object detection

Detects people, vehicles and forklifts, general objects, and camera health.

Object tracking

Computes trajectories, dwell time, and zone crossing instead of isolated detections.

Scene & behavior analysis

Builds spatial and temporal understanding of activity across production and facility zones.

Rule engine

Applies facility-specific zones, shift schedules, and thresholds to determine whether an event is meaningful.

Event & alert layer

Generates alerts, evidence clips, metadata, and searchable events for operations and safety teams.

Dashboard / API

Shows zone status, recent events, and supports integration into existing facility systems.

Manufacturing

Safety and operational intelligence using cameras already on the plant floor.

VisualIQ supports manufacturing facilities with combined security and operational intelligence. It installs on existing cameras and VMSs with no hardware replacement required. A plant floor combines three needs at once: safety compliance near machinery, perimeter and dock security, and operational visibility into congestion and downtime. VisualIQ acts as a continuous awareness layer that escalates only events matching configured, plant-specific rules.

Safety & Compliance

PPE-compliance candidate detection

Restricted machinery zone entry

Person-forklift proximity alerts

Operational Intelligence

Line congestion and dwell-time analytics

Workflow bottleneck flags

Shift-change traffic patterns

Perimeter & Dock

After-hours access detection

Vehicle dwell time at loading docks

Camera health across large plant footprint

Sample Alert

WarningLine 4 Restricted Zone

Person detected within an active forklift operating zone without a recorded safety hold. Evidence: 20-second clip available.

Recommended: Floor supervisor should verify immediately.

Deployment Tiers

Pilot1–10 cameras

GPU workstation, low FPS sampling

Single line10–30 cameras

Single GPU workstation, zone and proximity rules

Plant-wide30–100 cameras

Higher-end workstation or small server, adaptive FPS

Multi-plant100+ cameras

DGX-class or multi-GPU server, adaptive scheduling

Government & Defense

Cloud or on-premises deployment to meet data sovereignty requirements.

VisualIQ supports government and defense facilities with flexible deployment topology based on each facility's data residency requirements. It is part of a broader Trove-AI government stack alongside LEXSO, DeepSenseIQ, VellumGuard, and CyberIQ. Many enterprise surveillance platforms require proprietary hardware. VisualIQ runs on hardware customers already own or independently procure.

Perimeter & Facility

Restricted-zone entry detection

After-hours access alerts

Checkpoint & Access

Vehicle loitering near checkpoints

Crowd behavior at access points

Sensitive Area Protection

Unattended object detection near sensitive facilities

Restricted-area dwell-time alerts

Sample Alert

CriticalPerimeter Zone C

Person detected inside restricted perimeter with no corresponding access-control event. Evidence: 20-second clip available.

Recommended: Security team should verify immediately.

Deployment Tiers

Pilot1–20 cameras

GPU workstation, on-premises or cloud

Single facility20–50 cameras

Single GPU workstation or small server

Multi-building campus50–200 cameras

Higher-end server, adaptive FPS

Multi-site / agency-wide200+ cameras

DGX-class or multi-GPU server, adaptive scheduling

Critical Infrastructure & Utilities

Hardware-agnostic security across industrial, remote, and unmanned facility environments.

VisualIQ provides security across industrial and utility facilities, paired with DeepSenseIQ for offline data triage and VellumGuard for secure communication between distributed sites with intermittent connectivity. For remote or unmanned sites, the pipeline is designed to run against intermittent connectivity and escalate camera-health and perimeter events immediately.

Perimeter & Substation

Fence-line breach detection

Unauthorized access to substations or pipeline points

Unmanned Site Awareness

Camera offline or obstructed alerts

Motion anomalies at lightly staffed sites

Equipment & Asset

Unattended object near critical equipment

Vehicle dwell time without a matching work order

Sample Alert

CriticalSubstation 7 Perimeter

Person detected crossing the fence line outside a scheduled maintenance window. Evidence: 20-second clip available.

Recommended: Dispatch or security team should verify immediately.

Deployment Tiers

Pilot1–10 cameras

GPU workstation or edge kit, low FPS sampling

Single facility10–30 cameras

Single GPU workstation or edge kit

Multi-site30–100 cameras

Regional server or aggregated edge deployment

Regional / utility-wide100+ cameras

DGX-class or multi-GPU server, adaptive scheduling

Privacy & Responsible AI

No facial recognition in MVP

No identity matching tied to personnel records

Local-first processing where possible

Short event clips instead of constant cloud upload

Human review before escalation

Clear retention policy

FAQ

Ready to deploy VisualIQ?

No hardware replacement required. Runs on your existing cameras from day one.