Plug & Play Architecture

YAFE AI-Powered Video Analytics Architecture & Workflow

As an enterprise computer vision company delivering computer vision in manufacturing, YAFE delivers intelligent video analytics as enterprise-grade video analytics solutions and an end-to-end video analytics solution for industrial plants. Providing modern video analytics software, cctv video analytics, and security video analytics as a specialized video analytics company and video analytics platform, our ai-powered video analytics software powers real-time detection for PPE compliance monitoring, forklift collision prevention, and restricted safety zones across existing plant CCTV infrastructure. Explore our entire Plant Safety AI product suite.

0
Camera Replacements Required
100%
On-Premises Video Privacy
<400ms
Real-Time Hazard Alerting
Live Data Pipeline Simulation
On-Premises Edge Active
📹
Existing CCTV Cameras
RTSP / IP Video Feeds from Plant Floor
No Change
🖧
Existing NVR / DVR Matrix
Continuous Local Recording & Archive
Internal LAN
🧠
YAFE AI Server (On-Premises)
GPU Inference • PPE • Forklift • Zones
AI Core
📊
Safety Dashboard & Instant Alerts
Audio Horns • Web Console • Mobile EHS
Zero Latency
End-to-End Flow

Simple & Non-Intrusive Architecture

The existing CCTV cameras continue sending continuous streams to your NVR/DVR. YAFE securely connects to designated feeds via local LAN and performs high-speed neural network inference directly within your premises.

5-Stage Video Analytics Pipeline

How raw video frames transform into instant actionable EHS incidents

Air-Gapped Capable
01
📹
CCTV Cameras
Existing standard IP cameras, dome, bullet, or PTZ sensors across shop floor.
02
🗄️
Existing NVR/DVR
Continues normal 24/7 security recording without disruption or bandwidth load.
03
YAFE AI Server
Dedicated on-premises GPU workstation processing selected local RTSP video feeds.
04
🧠
AI Video Analysis
05
🚨
Dashboard / Alerts
Instant siren/relay triggers, EHS dashboard logging, and automated headcount via safe assembly tracking.
Zero Disruption Integration

How YAFE Fits Into Your Facility

YAFE operates alongside your existing IT and surveillance systems. You maintain full ownership of all equipment, video feeds, and network policies.

🏢

Customer Responsibility

Straightforward physical and network provisions needed on your end:

  • Approved location in server rack or electrical room
  • Internal network connectivity to NVR/DVR
  • Access credentials to selected camera RTSP streams
  • Standard power and server network port
  • Authorized user accounts for EHS managers
🧠

YAFE AI Management

Autonomous intelligence handled completely by the YAFE engine:

  • Real-time neural network GPU acceleration
  • Automated multi-camera feed ingestion
  • Dynamic polygon calibration for restricted zones
  • Instant event taxonomy and metadata generation
  • Local video snapshot evidence buffering
🔒

Surveillance Continuity

Your existing infrastructure continues operating untouched:

  • Existing cameras keep 100% normal operations
  • NVR/DVR recording schedules remain uninterrupted
  • No cloud bandwidth saturation or ISP dependencies
  • Existing physical security workflows stay intact
  • Zero proprietary hardware vendor lock-in
Real-Time Telemetry

Deterministic 4-Step Data Flow

YAFE receives only the camera streams you explicitly select. When an anomaly is detected, the system generates a cryptographic event payload packaged with time-stamped proof for OSHA and ISO audit compliance. Learn more about our specialized models for crane suspended load monitoring and ergonomics risk assessment.

1 Camera Stream Extraction via RTSP / ONVIF over Internal LAN
2 Edge AI Frame Processing & High-Confidence Object Classification
3 Event Generation • Timestamp • Camera ID • Coordinate Bounding
4 Instant Dispatch to Dashboard, Plant Sirens & EHS Personnel
Generated Telemetry Payload
Forklift-Pedestrian Proximity Hazard
Critical Event
Location / Area
Bay 4 Logistics Aisle
Camera Feed
CAM-LOG-08 (1080p)
Timestamp
14:28:03.421 IST
Inference Latency
14.2 ms
Evidence: Snapshot & 5s Video Clip Cached Local Storage Only
Enterprise Grade Compliance

Cybersecurity, Privacy & Data Control

Engineered from the ground up for strict industrial security environments. YAFE keeps 100% of video processing on-premise with zero unauthorized outbound data transmission.

🛡️

100% Local Video Processing

Raw camera video never leaves your physical premises. All neural inference executes on the local YAFE server within your firewall perimeter.

🔒

Controlled Network Access

YAFE requires access only to specific camera RTSP ports (e.g. 554). Your IT team retains full subnet isolation and VLAN firewall control.

👥

Role-Based Access Control

Granular user permissions ensure only authorized safety supervisors and system admins can view event dashboards and audit logs.

📁

Customer Data Sovereignty

You control camera selection, monitored zones, safety thresholds, and exact retention policies (e.g., purge logs after 30/90/180 days).

🔌

Zero Internet Requirement

The core AI detection engine functions 100% air-gapped without internet connectivity. Optional external alert channels require separate IT approval.

📜

ISO 27001 & Privacy Ready

Built to comply with strict ISO 27001 security standards, GDPR worker privacy mandates, and industrial cybersecurity frameworks.

Setup Specification

IT Infrastructure Requirements

Straightforward hardware requirements tailored to your camera count:

🖥️

YAFE AI Server

Dedicated physical edge server or certified VM with NVIDIA GPU acceleration (e.g., RTX 4000 series / A2000 / A4000 based on feed volume).

🌐

Network Connectivity

Gigabit internal LAN connection between NVR/DVR and YAFE AI server (typically 2-4 Mbps per 1080p stream).

💾

Local Storage

High-speed NVMe/SSD storage for OS & AI models, plus configured local disk storage for incident snapshot archives.

🔑

Authorized User Access

Browser-based HTTPS access over corporate intranet for designated EHS managers and shift supervisors.

Minimal Overhead

Customer IT Team Role

YAFE’s deployment engineers handle complete model calibration and tuning. Your IT team simply assists with initial onboarding:

  • Providing approved physical rack location or VM host
  • Assigning local IP address and internal network port
  • Providing read-only RTSP stream credentials from NVR
  • Approving firewall rules for intra-plant web dashboard
  • Reviewing any optional notification integrations (WhatsApp/Email/Sirens)
Average Setup Time 2 to 4 Hours
Ready for a Site Evaluation?

Test YAFE on Your Existing Cameras

Our manufacturing AI engineers will assess your plant floor layout, calculate edge compute specifications, and demonstrate live detection on your sample video streams.