Industrial AI Solutions · macrokinetic.ai

AI Vision Inspection
for Industrial Operations

Empowering manufacturing with precision intelligence — AI-powered quality inspection, safety compliance monitoring, and intelligent automation that delivers measurable, production-ready results.

Precision Intelligence
for the Modern Factory

MacroKinetic Mediatech Limited is a UK-based AI technology company delivering advanced vision intelligence systems to manufacturing, logistics, and industrial operations worldwide.

Founded by Benny Chan — with over 20 years of expertise in AI, automation, machine learning, and software development — MacroKinetic bridges the gap between cutting-edge AI research and real-world production environments.

Our systems are deployed in demanding industrial settings, delivering measurable outcomes: fewer defects, stronger compliance, full traceability, and leaner operations without compromising quality standards.

20+
Years of AI & Automation Expertise
0.1mm
Detection Precision
14→3
QC Staff Reduction (Client Example)
MacroKinetic AI technology
UK-based · Global Deployment

Industrial AI Solutions

A comprehensive suite of Vision AI capabilities addressing the critical challenges of modern manufacturing operations.

Quality Inspection & Defect Detection

Sub-millimetre surface defect detection — scratches from 0.1mm, sand holes, thread abnormalities. Label verification, component recognition, and foreign object identification at full production speed.

SOP Compliance Monitoring

AI tracks hand movements and verifies each inspection step in the correct sequence. Prevents non-conforming products leaving the line and creates full video records for exception review and training.

PPE & Hygiene Compliance

Automated detection of missing hard hats, incorrect workwear, non-compliant hygiene actions, and improper entry procedures. Real-time alerts and daily compliance scoring across all monitored zones.

Factory Safety Monitoring & Zone Control

Handrail compliance, pedestrian crosswalk monitoring, human pose and motion capture, and zone access control for factory floors, logistics facilities, and stairways — fully automated and traceable.

MES Integration & Traceability

Full video traceability integrated with production systems. Every inspection event is logged, timestamped, and linked to the production record — providing complete end-to-end accountability on demand.

Vision AI in Action

Real deployments. Measurable outcomes. Proven across demanding production environments.

Wire harness AI inspection — real-time defect detection overlay
Automotive Wire Harness
Quality Inspection

Reducing Defects in Wire Harness Manufacturing

AI vision monitors inspector behaviour in real time, detecting skipped or non-compliant actions and triggering immediate alerts. Integrated with MES for full production traceability.

  • Consistent inspection quality across all shifts
  • Automated SOP compliance verification
  • Full video traceability linked to production records
  • Enhanced operator training through playback review
Foreign object detection with AI confidence scoring overlay
Label & Component Detection
Component Recognition

Label Verification & Foreign Object Detection

Automated detection of connectors, cable ties, labels, brackets, and foreign objects — including same-colour tape and special safety label verification, operating at production speed without fatigue.

  • 14 QC staff reduced to 3 with zero accuracy compromise
  • Foreign object detection with confidence scoring
  • Same-colour component differentiation
  • Special safety label print verification
Surface defect detection with UV lighting — scratch and hole detection
Precision Product Inspection
Surface Defect Detection

Precision Inspection for Engineered Components

Complete automated inspection solution for hydraulic cylinder steel tubes — including specialised lighting, automated station, and interactive terminal. Defects invisible to the human eye are reliably detected.

  • Scratch detection from 0.1mm width
  • Sand hole identification from 0.1mm diameter
  • Abnormal thread detection at 0.1mm precision
  • Labour reduced from 5 operators to 1
Food manufacturing floor AI safety monitoring with tracking overlay
Food Manufacturing
Safety & Hygiene Compliance

Food Manufacturing Safety & Hygiene Monitoring

For a globally recognised food manufacturer, AI monitors hygiene SOP compliance, PPE standards, and stairway safety. Facial recognition links incidents to internal safety scoring for individual accountability.

  • Recurring stairway incidents largely eliminated
  • Hygiene action monitoring: lint-roller, shoe cleaning, handwashing
  • PPE and workwear compliance across all zones
  • Integrated safety scoring and management reporting
Factory floor PPE and safety compliance monitoring with live violation counts
Factory Safety
Safety Monitoring

Site-Wide Safety & PPE Compliance

Continuous monitoring of hard hat compliance, workwear standards, zone access control, and pedestrian safety across the entire facility — with live dashboards and daily incident summaries.

  • Real-time hard hat and workwear detection
  • Unauthorised vehicle zone entry alerts
  • Human pose and motion analysis
  • Pedestrian crosswalk and safety corridor compliance

Beyond Industrial Manufacturing

MacroKinetic's AI vision platform is built to extend across sectors — bringing precision intelligence to new environments and challenges.

🏭

Industrial Manufacturing

Our core domain — AI vision for quality inspection, SOP compliance, safety monitoring, and operational intelligence in demanding production environments.

Live Deployments
🎓

Education

Bringing vision intelligence to educational environments — campus safety, attendance monitoring, behaviour analytics, and learning environment optimisation.

Coming Soon
🏠

Hospitality

Guest experience enhancement, hygiene and service standard monitoring, staff compliance, and operational analytics for hotels and hospitality venues.

Coming Soon

Other AI Solutions

MacroKinetic's platform is extensible. Contact us to discuss how Vision AI can be applied to your specific operational challenges and environment.

Explore with Us

Why Customers Choose Us

01

Scalable by Design

Enterprise deployment from day one — camera additions, new production lines, and new facilities integrated without starting over.

02

Full Traceability

Every inspection event and compliance check is recorded, timestamped, and linked to the production record — a complete audit trail on demand.

03

Consistent Performance

AI does not fatigue or vary by shift. Every inspection is performed to the same standard, eliminating the root cause of escaped defects.

04

Safer Environments

Proactive monitoring that detects compliance failures before incidents occur — reducing workplace injuries and regulatory exposure.

05

Faster Detection

Real-time processing at production line speed. Defects caught and alerts raised before non-conforming products progress downstream.

06

Lower Labour Dependence

Proven reductions in QC headcount without compromising standards — freeing your people for higher-value roles requiring human judgment.

Why Manufacturers Are Under Pressure

High dependence on skilled operators for critical inspection
Missed inspections and inconsistent quality judgement
Customer complaints from escaped defects
Labour-intensive steps slowing production throughput
Limited end-to-end traceability and audit capability
Growing safety and regulatory compliance risks

Frequently Asked Questions

Answers to the questions manufacturers and integrators most often ask before starting an AI vision project.

What is AI Vision Inspection for manufacturing?

AI Vision Inspection uses cameras and machine learning to automate quality checks on the production line — detecting surface defects, verifying labels, identifying foreign objects, and monitoring SOP compliance in real time, without operator fatigue or shift-to-shift variation.

How accurate is machine vision defect detection?

MacroKinetic's systems detect scratches from 0.1mm, sand holes from 0.1mm diameter, and thread abnormalities — consistently across every shift. One client reduced their QC team from 14 to 3 staff with zero reduction in detection accuracy.

Can AI automatically monitor PPE and workplace safety?

Yes. The system monitors hard hat usage, workwear compliance, hygiene entry procedures (lint-roller, shoe cleaning, handwashing), stairway safety, and zone access control — providing real-time alerts, violation counts, and daily compliance reports across the whole facility.

Does the system integrate with MES or production software?

Yes. The platform integrates with Manufacturing Execution Systems (MES), linking inspection events and compliance records to production entries for full end-to-end traceability, audit support, and video-based operator training via playback.

Which industries can benefit from AI vision inspection?

Current deployments include automotive wire harness manufacturing, electronics assembly, hydraulic component inspection, and food manufacturing. The platform is being extended to education and hospitality sectors.

How do we start an AI vision pilot?

Contact us at hello@macrokinetic.ai to discuss your environment and challenges. We work with manufacturers, system integrators, and strategic partners in the UK and internationally to scope focused pilot programmes.

Start a Conversation

Whether you are a manufacturer, system integrator, or strategic partner, we welcome the opportunity to explore how Vision AI can transform your operations.

Available for pilot discussions, capability demonstrations, and partnership conversations across the UK and internationally.

Email
hello@macrokinetic.ai
Web
macrokinetic.ai
Based in
United Kingdom