Discrete Manufacturing & Industrial Plants
Architect customized hybrid hardware and zero-touch AI ecosystems based on the physical reality of the production floor.
The Problem
Key Challenges on the Ground
How Proglint Solves It
AI Capabilities for Discrete Manufacturing & Industrial Plants
EM Unit (UT Digitization)
Digitize analog UT graph screens and track 360° inspector wheel rotation.
LP Unit (Mobile Traceability)
Mobile-native OCR extraction for alphanumeric serial code tracking.
SPDR Unit (Overhead PDI Pipeline)
Zero-touch overhead conveyor inspection of bore size, hole count, color, and valve guard.
EEPD Unit (24/7 Safety & Utilization)
6-point PPE compliance audit (Helmet, Goggles, Mask, Gloves, Uniform, Shoes) & machine uptime.
Deployment Matrix
The 4-Unit AI Deployment Matrix
Each unit is scoped to a specific hardware footprint and a specific operational job on the production floor.
Evaluation & Measurement Unit
Hardware: Overhead IP + USB Display Mount Camera
AI Action: Ultrasonic Testing (UT) Graph Digitization & 360° Inspector Wheel Rotation Tracking
Human Involvement: Hybrid: App interaction + physical rotation
- USB camera mounts directly to analog UT monitor screens to digitize wave graphs.
- Overhead IP camera tracks 360° physical wheel rotation and inspector compliance.
- AI reads color-coded status stickers (Green=Accepted, Red=Rejected) for auto-logging.
Logistics & Mobile Traceability Unit
Hardware: Mobile Device Native Camera
AI Action: On-Device High-Speed Alphanumeric OCR Extraction
Human Involvement: Agile Mobile Capture Workflow
- Extracts alphanumeric wheel codes without heavy fixed camera infrastructure.
- Generates instant mobile inventory logs on the production floor.
PDI Continuous Inspection Pipeline
Hardware: Advidia High-Speed IP Camera (Hanging Chain Line)
AI Action: Object Detection & Attribute Extraction: Identity, Dimensions, Hole Count, Color & Components
Human Involvement: Zero Manual Intervention (100% Automated Pipeline)
- Identity: Wheel Serial Code via OCR.
- Aesthetics: Color classification (e.g. Yellow #FFD700).
- Dimensions: Exact bore diameter measurement in mm.
- Pattern: Hole count and hole diameter validation.
- Components: Valve Guard presence/absence detection.
24/7 Autonomous Safety & Machine Utilization
Hardware: Multi-Zone Industrial IP Cameras
AI Action: Object Detection-Based 6-Point PPE Verification & Machine Start/Stop Utilization Reporting
Human Involvement: Zero: 24/7 Background Facility Audit
- Verifies 6 mandatory PPE items: Helmet, Safety Goggles, Face Mask, Hand Gloves, Uniform, Safety Shoes.
- Classifies machine Start/Stop operational states visually.
- Generates automated shift-wise machine utilization reports without manual logging.
Operational Workflow
How It Fits Together on the Floor
These capabilities aren't independent features — they cover Discrete Manufacturing & Industrial Plants end to end as one continuous operational thread.
Incoming Test & Inspection
The EM Unit digitizes analog UT graph screens and tracks 360° inspector wheel rotation, replacing a paper log with a traceable digital record.
Mobile Traceability
The LP Unit captures alphanumeric wheel codes through mobile-native OCR, generating an inventory log without added fixed camera infrastructure.
Inline Conveyor
The SPDR Unit runs a zero-touch pipeline on the hanging chain line, checking identity, dimensions, hole count, color, and components in the same automated pass.
Facility-Wide Safety & Utilization
The EEPD Unit runs in the background across shifts, verifying 6-point PPE and logging machine start/stop states without a manual audit walk.
ROI Framework
The Business Case
A qualitative framework for evaluating impact — no figures are invented; this is how to think about the case until deployment-specific numbers are measured.
Quality & Compliance Risk Reduction
"What happens on the floor between our scheduled audits?"
Manual inspection fatigue on high-speed lines and periodic SOP audits share the same structural weakness: both only observe a sample of what actually happens, and both are vulnerable to attention lapsing over a long shift. Continuous, criteria-consistent monitoring doesn't replace inspector judgment on ambiguous cases — it removes fatigue as the last line of defense against an obvious miss.
- Every unit or process instance is checked against the same criteria, every time.
- SOP compliance is observed continuously rather than sampled at audit intervals.
- Inspection accuracy stops depending on where in a shift the check happens.
Safety & Liability Exposure
"Do we find out about safety gaps before or after they cause harm?"
Periodic safety walks and manual PPE checks observe a facility at a single point in time; a violation that occurs between walks goes unrecorded unless it results in an incident. Continuous PPE, hazard, and access monitoring turns safety compliance into an ongoing signal rather than a periodic checkpoint, narrowing the window between a violation occurring and someone being aware of it.
- PPE and access compliance is monitored continuously, not at scheduled walk intervals.
- Safety gaps become visible before they contribute to an incident, not just after.
- Liability exposure shifts from being discovered reactively to being tracked proactively.
What Changes
Proven Industry Results
Go Deeper
Related Solutions
Industrial PDI, UT Digitization & PPE Safety
Ultrasonic Testing (UT) graph digitization, overhead conveyor PDI attribute extraction, 6-point PPE compliance, and machine utilization.
Safety, Security & Access Monitoring
6-point PPE compliance, non-business-hour intrusion detection, restricted access alerts, and cash desk security.
Quality & SOP Compliance
Continuous verification of hygiene SOPs, sanitization protocols, and equipment maintenance routines — across QSR, retail, and manufacturing floors.
Packaged For This Vertical
Related Products
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