What systems are included in the eManage Industrial AI Suite?

The eManage AI Suite comprises four specialized industrial engines: (1) Inline AI Vision Fabric & Roll Inspection with automated ASTM D5430 grading, (2) Textile IIoT Edge Computing with sub-50ms machine telemetry and 72-hour store-and-forward resilience, (3) Autonomous Warehouse Vision & Drone Cycle Counting (900+ bins/hour) with damaged barcode OCR, and (4) CCTV AI Plant Operations Intelligence for real-time PPE compliance, cycle times, and micro-stop detection.

Do these AI solutions require replacing our existing factory machinery and cameras?

No. All eManage AI solutions are engineered to be 100% non-invasive. Our CCTV intelligence taps into existing standard RTSP/ONVIF security cameras, our IIoT edge gateways interface with legacy spinning frames and looms via Modbus and serial breakout modules, and our vision tunnels mount directly over existing conveyors without altering machinery.

How does eManage AI integrate directly with core ERP modules?

Every vision event, defect coordinate, piece count, and machine micro-stoppage is translated into real-time ERP transactions. Roll defect maps attach automatically to ERP Roll IDs, pallet scans update Rack Master bin allocations, and line cycle times immediately calibrate live Job Cards and OEE dashboards.

Can we deploy individual modules or must we adopt the entire suite?

You can deploy any single solution independently—such as starting with fabric roll inspection on your grey inspection frames or activating drone cycle counts in your central warehouse—and scale to the full integrated suite at your own pace.

Autonomous Vision, Edge Telemetry &
Plant Operations Intelligence

Conquer shop-floor blind spots and manual bottlenecks. eManage fuses high-speed camera optics, edge neural networks, autonomous drone robotics, and real-time ERP synchronization into five turnkey enterprise solutions.

The eManage Industrial AI Suite connects physical manufacturing reality directly to ERP master data. It features sub-millimeter AI line-scan fabric inspection, sub-50ms textile IIoT edge computing with 72-hour store-and-forward resilience, autonomous indoor drone warehouse scanning (900+ bins/hour), non-invasive CCTV plant operations video intelligence, and mobile optical inspection with ASTM D5430 scoring.

EDGE TELEMETRY

OPC UA & MQTT

<50ms PLC Polling Loop

INSPECTION OPTICS

16K Line-Scan

Sub-millimeter & ASTM D5430

AUTONOMOUS ROBOTICS

Indoor LiDAR SLAM

900+ Bins/Hr Aerial Scan

PLANT CCTV AI

RTSP Multi-Stream

PPE & Micro-Stop Inference

Explore All 5 AI Solutions Book an AI Feasibility Audit

The 5 Pillars

Choose Your Industrial AI Capability

Click any solution card to explore complete technical architectures, live interactive calculators, hardware standards, and operational case studies.

Solution 01 · Textile Quality Inspection

AI Vision Fabric & Roll Inspection Software

Eliminate defect leakage to the cutting table. Continuous 16K line-scan camera optics, raking vs. diffuse lighting geometry, and ASTM D5430 automated 4-point/10-point roll grading at speeds up to 30 m/min.

Line-Scan Optics

8K/16K CoaXPress, <0.06mm/px

ASTM D5430 Grading

Automated roll penalty scoring

Interactive Nyquist Tool

Real-time lens & line rate sizing

In-Process Halt Diagnostic

Immediate knitting stop relay

Open Fabric Inspection Architecture

AI vision camera setup and lighting geometry for fabric inspection line

OPTICAL SETUP & LIGHTING PHYSICS VIEW SPEC open_in_new

Textile IIoT edge computing deployment 4-tier architecture

4-TIER EDGE DEPLOYMENT MODEL VIEW ARCHITECTURE open_in_new

Solution 02 · Industry 4.0 Telemetry

Textile IIoT Edge Computing Architecture

Sub-50 millisecond telemetry for spinning frames, circular knitting, and weaving looms. Local OPC UA and MQTT filtering eliminates costly cloud bandwidth charges and guarantees 72-hour store-and-forward uptime during WAN outages.

Sub-50ms Edge Loop

Real-time tension & stop relays

72h Store & Forward

Circular buffer zero data loss

Legacy Machine Breakout

Modbus RTU / RS-485 retrofits

99.8% Bandwidth Savings

Local edge filtering & rollups

Open Edge Architecture Specs

Solution 03 · Autonomous Logistics

AI Warehouse Automation & Inventory Management

Solve the $1.77 Trillion inventory distortion crisis. Autonomous indoor drone cycle counting scans 900+ pallet bins per hour with zero human elevation hazard, while deep learning OCR auto-recovers damaged and crumpled barcodes.

900+ Bins / Hour

15x faster than scissor lifts

Damaged Barcode OCR

Super-resolution reconstruction

6 Monitored Zones

Receiving dock to dispatch video

Pack Table Video Proof

100% dispute elimination

Open Warehouse Vision Suite

Autonomous warehouse drone conducting inventory scanning

AUTONOMOUS DRONE SCANNER HUD VIEW BENCHMARKS open_in_new

CCTV plant operations room live HUD simulation

LIVE 4-CAM DASHBOARD SIMULATOR LAUNCH DEMO open_in_new

Solution 04 · Active Plant Intelligence

CCTV AI Plant Operations Live Simulator

Experience real-time shop-floor computer vision in action. Based on CountAI CCTV-GPT, this interactive dashboard connects standard IP cameras to monitor worker PPE, assembly cycle times, and micro-stops with live bounding boxes.

4 Live Simulated Feeds

Overview, Loom, Roll, Packing

Real-Time Event Ticker

Ticking live inference feed

Micro-Stop Trigger

Simulate shop-floor alarm

Zone Scorecards

OEE, First-Pass & PPE KPIs

Launch CCTV AI Interactive Simulator

Solution 05 · Optical Mobile App (iOS & Android)

Garment eQC Mobile App

Put optical quality control in every floor operator's pocket. High-resolution camera capture with SAHI micro-tiling detects sub-millimeter defects, provides forensic chemical stain remediation recipes, and generates official ASTM D5430 roll certificates.

SAHI Micro-Tiling

Sub-millimeter defect boxes

ASTM D5430 4-Point

Automated penalty roll scoring

Stain Remediation SOP

Chemical recipes & temp guide

Apple iOS & Android

Offline-first edge AI engine

Explore Garment eQC Mobile App

Garment eQC App on iPhone with optical defect detection bounding boxes

IPHONE OPTICAL CAPTURE VIEW APP UI open_in_new

Architectural Difference

Why Purpose-Built Industrial AI Outperforms Generic Cloud Models

offline_bolt

Edge-Native Resiliency

Generic cloud AI fails when mill internet drops. eManage AI runs locally on industrial edge appliances (NVIDIA Jetson / TensorRT) with 72-hour store-and-forward circular buffers so production never halts.

cable

Deep ERP Master Coupling

Generic computer vision produces siloed charts. eManage AI maps every camera detection directly into your live ERP database: Roll IDs, Job Cards, Bin Masters, and Operator Incentive logs update automatically.

lock

Privacy & Defense-in-Depth

Worker privacy is protected by design. We focus on object recognition, tools, and kinematics with edge-based facial anonymization and mutual TLS 1.3 encryption across all communication layers.

Questions & Answers

eManage AI Suite FAQs

Industrial AI Feasibility & Architecture Audit

Ready to Deploy Turnkey Industrial Vision & Edge AI?

Our vision systems and IIoT engineers evaluate your machine lines, fabric inspection frames, and warehouse bays to build a custom edge deployment and ROI plan.

5 ENGINES turnkey suite

<50MS edge latency

ASTM PASS erp synced

Schedule Feasibility Audit View Resources

Autonomous Vision, Edge Telemetry & Plant Operations Intelligence