Reactive Monitoring
Traditional CCTV records what happened after the accident. It lacks temporal comprehension to analyze sequential behaviors before a collision occurs.
Enterprise Industrial AI · Pilot Ready
The Intelligence Layer for Industry 4.0
Turn your factory's existing cameras into an AI-powered system that can see, understand, predict, and respond to industrial risk.
Edge AI
Predictive Safety
Quality Intelligence
Compliance Automation
The Challenge
Factories Have Eyes. They Need Intelligence.
Industrial environments generate petabytes of visual data every day through CCTV cameras. Yet traditional systems remain passive recording devices—incapable of predicting hazard sequences or assisting human operators before incidents occur.
Manual Quality Control
Human visual inspection introduces fatigue, high cycle variance, and inconsistent defect classification across high-speed assembly and textile manufacturing lines.
Compliance Overhead
Safety incidents trigger days of forensic tape review, manual paperwork, and complex regulatory reporting across ISO and OSHA compliance frameworks.
Traditional Industrial Monitoring
Fragmented legacy workflow relying on human post-incident review:
CCTV Camera
DVR Storage
Incident
Paperwork
IndustriX AI Intelligence Layer
Proactive edge intelligence executing sub-second autonomous intervention:
AI Camera
Understanding
Prediction
Intervention
Core Philosophy
From Recording Events to Predicting Them
The platform analyzes sequences of events—not just individual frames—to understand how people, machines, products, and environments interact over time.
"Don't just monitor your factory. Understand it."
Temporal deep learning for physical production environments
Architecture
One Intelligence Layer. Your Existing Infrastructure.
No expensive camera replacements or proprietary sensor retrofits. Veridex ingests standard RTSP streams from your current IP cameras, processing critical spatial inference locally at the plant edge.
01 / INGESTION
Existing Infrastructure
Standard IP Cameras (RTSP/ONVIF), PLC controllers, SCADA feeds, and legacy sensors.
Zero New Hardware
02 / PERCEPTION
Edge AI Inference
Real-time object tracking, spatial pose estimation, and bounding detection.
Local Edge Compute
03 / TEMPORAL
Temporal Intelligence
Sequence modeling analyzing multi-second trajectory vectors over time.
Sequence Analysis
04 / REASONING
Risk & Anomaly Engine
Continuous multi-dimensional evaluation across Safety, Quality, and Machines.
Policy Engine
05 / RESPONSE
Action Layer
Direct industrial IoT relay commands, beacon triggers, and AMR throttle dampening.
PLC / Relay Interlock
06 / PLATFORM
Intelligence Platform
Enterprise command dashboard, automated forensic clips, and ISO/OSHA audit logs.
Audit & RAG Logs
No New Visual Hardware Required
Integrates natively with existing network streams from Hikvision, Axis, Hanwha, Dahua, and industrial GigE cameras without factory downtime.
Critical Intelligence at the Edge
High-hazard proximity decisions execute locally on industrial edge appliances (e.g. NVIDIA Jetson/IGX). Zero reliance on cloud connectivity for worker safety.
Platform Pillars
One Factory. Four Dimensions of Intelligence.
A unified computer vision and temporal reasoning platform that consolidates disconnected plant functions into a single operational brain.
Dimension
01
Safety Intelligence
Prevent incidents before they happen.
- PPE Adherence Verification
- Helmet, Vest & Goggle Check
- Worker-Machine Proximity
- Restricted-Zone Intrusion
- Ergonomic Hazard Detection
- Predictive Collision Risk
- Safety Event Monitoring
Dimension
02
Quality Intelligence
Find defects before they become losses.
- Micro-Defect Detection
- Textile Tear Detection
- Assembly-Error Detection
- Visual Quality Inspection
- Production Anomaly Detection
- Continuous Inspection
- Inline Defect Rejection
Dimension
03
Operational Intelligence
Understand how your factory actually operates.
- Workflow Analytics
- Time-at-Station Analysis
- Bottleneck Identification
- Process Monitoring
- Machine Condition Monitoring
- Production-Flow Intelligence
- Throughput Analytics
Dimension
04
Compliance Intelligence
Turn industrial events into actionable compliance intelligence.
- Automated Incident Evidence
- Event Documentation
- Regulatory Mapping
- Compliance-Oriented Reports
- ISO / OSHA References
- Corrective-Action Intelligence
- Audit Package Export
Differentiator
Don't Just Detect. Predict.
Our temporal intelligence analyzes sequences of events to identify emerging hazards rather than relying only on isolated image detection.
T - 0 Seconds (Now): Critical Collision Risk
Potential Collision Trajectory
Predicted
Severity
Critical (0.94)
T - 10s
Normal
Worker and forklift in independent corridors. Trajectory vectors non-intersecting.
T - 5s
Risk Increasing
Temporal model identifies convergence towards blind intersection.
NOW
High-Risk Trajectory
Collision horizon computed at 2.4s. Blind corner obstructs direct line-of-sight.
NEXT
Potential Collision
Without intervention, collision occurs. With Veridex, automated brake signal is deployed.
Predicted (T-2.4s)
→
Alert Dispatched (T-2.1s)
→
Intervention Executed (T-1.8s)
Worker & Forklift Path
Worker trajectory intersecting a forklift's path behind blind structural columns.
Spill + Foot Traffic
Floor liquid slick anomaly combined with increasing pedestrian traffic heading toward it.
Restricted Zone Entry
Worker entering an automated machinery zone while robotic equipment is active.
Machine Behavior
Visual motor vibration indicating possible bearing wear or mechanical overheating.
Edge Processing
Critical Intelligence at the Edge
Industrial safety cannot depend entirely on an internet connection. Critical perception and response can happen locally, close to the camera and machine.
CAMERA
Existing IP Network Stream
EDGE AI DEVICE
Sub-12ms Local Processing
AI DECISION
Real-Time Risk Computation
↙ Local Machine / Alert (Low-Latency)
↘ Cloud Sync (Aggregated Analytics)
Low Latency
Real-time event processing with deterministic sub-12ms response ensures automated safety interlocks fire before dangerous contacts occur.
Local Intelligence
Critical inference happens at the edge. Visual data is analyzed locally within your plant perimeter, keeping internal operations secure.
Resilient Operations
Safety-critical workflows continue seamlessly without relying entirely on internet connectivity or external cloud services.
Compliance & RAG
From Incident to Evidence to Compliance
An integrated RAG + LLM layer connects industrial events with relevant compliance documentation, citing specific ISO and OSHA clauses to generate structured reports.
EVENT
Unauthorized entry into robotic zone
EVIDENCE
Camera 07 · 14:32:18 · Production Floor B
RISK LEVEL
High
DOCUMENTATION
Verified video clip archived · Audit ID #VRX-8491
REGULATORY CONTEXT
Relevant safety requirement identified: Operator entered active robot cell boundary without safety interlock release.
ISO 10218-2 §5.3.8 (Industrial Robot Safeguarding)
OSHA 1910.212(a)(1) (Machine Guarding)
RECOMMENDED ACTION
Corrective action required: Perform interlock functional test. Schedule safety review for Shift 2 operators.
Command Center
One Command Center for the Entire Plant
A mission-control system for a smart factory. Provides live multi-camera feeds, risk heatmaps, production metrics, event timelines, and compliance tracking.
SAFETY
3 Active Risks
Forklift proximity, PPE violation, Restricted zone
QUALITY
7 Defects Detected
Bottle cap seal, Label alignment, Surface anomaly
OPERATIONS
2 Bottlenecks
Infeed Line A, Station 11 Inflow
MACHINES
1 Anomaly
Articulated Arm #4 Gripper Cycle
COMPLIANCE
2 Open Actions
Incident review, Corrective action pending
Case Study
A Factory That Can See Risk Before It Becomes an Incident
Examining how temporal prediction prevents serious collisions at blind warehouse intersections.
01
Worker Enters Intersection
Worker enters an intersection at normal pace. Direct line-of-sight is obstructed by pallet racking.
02
Forklift Approaches Blind Spot
Forklift approaches from a blind spot at 2.4 m/s in the perpendicular lane.
03
AI Analyzes Trajectories
AI analyzes their trajectories over time. Risk increases as convergence vectors indicate collision in 2.4s.
04
Alert Generated & Industrial Response
Alert is generated. Where integrated, the system initiates an appropriate response through IoT controls and beacon flashes.
05
Compliance Intelligence Documentation
The event is documented. Compliance intelligence associates the incident with relevant safety requirements (OSHA 1910.178).
Core Principle
"The goal isn't to record the accident. It's to prevent it."
Recording an accident provides zero operational value to the injured worker or the manufacturer. Proactive AI intelligence acts in the critical moments before impact.
Industries
Built for the Industrial World
The architecture is designed to be adaptable across textiles, automotive manufacturing, and heavy logistics.
TEXTILE MANUFACTURING
Textile Manufacturing
Continuous real-time inspection across weaving and knitting looms. Instantly flags fabric tears, warp tension faults, oil stains, and worker hand proximity to high-speed machinery.
Spinning, Weaving &
Dyeing
AUTOMOTIVE MANUFACTURING
Automotive Manufacturing
Robotic cell perimeter surveillance, high-speed assembly verification, component placement checks, and ergonomic risk tracking on continuous production lines.
Body Shops & Assembly
Lines
HEAVY LOGISTICS
Heavy Logistics
Spatial intelligence across high-bay storage facilities. Prevents blind-corner forklift and pedestrian collisions, monitors rack stability, and identifies transit bottlenecks.
Distribution & Cross-Dock
Hubs
Technology
Built at the Intersection of AI & Industry
A technical stack designed to be robust, understandable, and trusted by enterprise decision-makers.
COMPUTER VISION
YOLO-based Object Detection
High-accuracy spatial object recognition, worker keypoint tracking, and equipment bounding reticles optimized for edge execution.
TEMPORAL AI
Transformer Sequence Analysis
Temporal models analyzing multi-second sequences of events to predict interactions rather than evaluating single frames in isolation.
EDGE AI
Industrial Edge Computing
Low-latency inference running locally on ruggedized hardware close to cameras and machines, ensuring real-time responsiveness.
INDUSTRIAL IoT
Machine & Relay Integration
Standard industrial protocols (OPC-UA, Modbus, dry contact relays) to trigger factory beacons, alarms, and emergency slowdowns.
GENERATIVE AI
LLM + RAG Compliance
Domain-specific retrieval models mapping industrial events directly to ISO and OSHA clauses for automated audit reporting.
ANALYTICS
Industrial Intelligence
Real-time dashboards, station cycle metrics, spatial hazard heatmaps, and executive reporting across multi-facility operations.
The Evolution
The Factory of Tomorrow Doesn't Just Monitor Itself.
It Understands Itself.
Our long-term vision is an AI workforce distributed across the industrial environment—continuously observing safety, quality, machines, processes, and compliance.
Today
Traditional Factory
- Cameras (Passive Recording)
- Manual Inspection
- Periodic Audits
- Reactive Response
AI-Enabled Factory
Veridex Intelligence
- Computer Vision
- Predictive Intelligence
- Continuous Monitoring
- Automated Evidence
Future
Autonomous Operations
- Predictive Safety
- Autonomous Intervention
- Continuous Compliance
- Intelligent Operations
Enterprise Consultation
Ready to Make Your Factory Intelligent?
Turn your existing industrial infrastructure into a predictive AI layer for safety, quality, operations, and compliance.
AI Industrial Intelligence · Safety · Quality · Operations · Compliance