AI vision in the real world. Guides, cases, results.
How manufacturers across electronics, pharma, food and automotive deploy AI computer vision to eliminate defects, reduce rework and run smarter production lines.
Latest Computer Vision Services: Custom AI Solutions for Manufacturing
Off-the-shelf quality control systems don’t fit every production line. Custom computer vision services—powered by AI—solve real manufacturing challenges: defect detection, operator guidance, robotics integration, and…
Read the articleStart with a guide.
Long reads on running quality control with an iPhone or iPad, guiding assembly, raising OEE and choosing between manual and AI inspection.
iPhone and low-cost QC
- iPhone Quality Control: The Right Tool for Assembly, Not Everything iPhone-based QC excels at assembly verification and piece counting. But it’s not your solution for…
- iPhone as Industrial Sensor: How Smartphones Are Replacing Traditional Industrial Cameras Discover why modern iPhones outperform €15,000 industrial cameras for most manufacturing quality control…
- AI Quality Control in 2026: Choosing the Right Solution for Your Factory Manual inspection vs. industrial cameras vs. smartphone-based solutions. A realistic guide to what works, what…
- Tractor Assembly Verification with iPad Zero assembly errors. Complete verification in real-time. One iPad to control every critical component on the…
- Professional QC without the industrial cameras No PLC integration needed. No weeks of setup. Mount an iPhone on your line, show it good products, and start…
Assembly
- Transform Assembly Videos into Intelligent SOPs Automatically capture, analyze, and document pharmaceutical assembly procedures with AI-powered computer…
- Assembly Guidance: Real-Time Visual Instructions Guide every assembly step in real-time with AI computer vision. Eliminate errors, accelerate training, ensure…
Quality control
- Computer Vision Quality Control: The Complete Guide to AI-Powered Inspection How automated visual inspection is transforming manufacturing — defect detection at scale, zero downtime.
- Inspect Metal Components AI-powered surface defect detection for metal parts. Eliminate visual inspection bottlenecks and catch defects…
Factory and OEE
- Lean Manufacturing Powered by AI Vision Transform your production line with continuous visibility, real-time error detection, and intelligent…
- Manufacturing Automation Transform your production lines with intelligent AI automation. Real-time quality control, operator guidance,…
- Maximize OEE with Computer Vision Boost equipment availability, performance, and quality automatically. Real-time defect detection, predictive…
More guides and application pages, in English and Italian, on the resources page.
Articles and case studies.
Newest first. Case studies from electronics, pharma, food and automotive lines, and notes on assembly, OEE and Industry 4.0.
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21 June 2026Error-proofed assembly. Powered by AI.
Real-time computer vision that watches every assembly step, verifies it against the correct sequence, and alerts the operator instantly when something is wrong — before…
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31 March 2026From Video to SOP to Zero-Error Assembly : PIQAPART + AI Copilot.
Manual assembly documentation has always been the bottleneck — time-consuming to write, hard to keep updated, and impossible to enforce on the shop floor. AI is now…
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29 March 2026AI Computer Vision for Cashew Quality Control
The global cashew market is growing fast — but scaling quality while controlling waste is a real challenge. AI vision replaces slow, inconsistent manual sorting with…
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29 March 2026Computer Vision for Micro Components & PCB Inspection
In the manufacturing of micro components and printed circuit boards, precision is non-negotiable. AI computer vision automates what human inspectors cannot do…
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22 August 2025Your operators, guided by AI. Zero errors.
Real-time computer vision that watches every assembly step, validates each action, and alerts the operator instantly when something is wrong — before it becomes a defect.
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18 August 2025Computer Vision & Augmented Reality in Manufacturing.
Computer vision and augmented reality are no longer futuristic concepts. They are reshaping the factory floor today — enabling machines to see, and operators to act with…
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18 August 2025Computer Vision for Smart Cities: Traffic, Safety & Environment
AI vision is transforming how cities manage traffic, safety, infrastructure, and logistics — turning thousands of cameras and sensors into a real-time intelligence layer…
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8 August 2025Vision Systems & Pick-to-Light: Smarter Warehouse Operations.
AI-powered vision systems combined with pick-to-light technology are transforming warehouse operations — eliminating picking errors, accelerating order preparation, and…
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8 June 2025AI Vision for Product & Object Counting.
AI computer vision systems can count products, components, and objects in real time with precision that manual methods cannot match — at production speed, with zero…
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5 June 2025Data Science & AI: The new engine of manufacturing.
Data science and autonomous AI are pushing manufacturing beyond traditional automation — creating self-learning production systems that optimise processes, predict…
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25 May 2025Computer Vision for Glass & Vial Inspection in Pharma.
Pharmaceutical glass packaging — vials, ampoules, syringes — must meet the highest standards of safety and integrity. Any defect can compromise drug stability, sterility,…
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8 April 2025Connected Machines, AI & Computer Vision: Unlocking True OEE.
In Industry 4.0, the goal isn’t just automation — it’s intelligent orchestration. Connected machines, autonomous AI, and computer vision are converging to transform OEE…
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17 March 2025Vision Systems for Battery Inspection: Quality & Safety.
Battery cells are safety-critical components in electric vehicles and energy storage systems. Traditional inspection cannot keep pace with production volumes or the…
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13 March 2025Computer Vision & Injection Molding Quality Control
Injection molding produces complex plastic parts at high speed — but maintaining consistent quality across every cycle is a real challenge. AI computer vision automates…
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7 March 2025Automated Weld Seam Inspection: Quality & Efficiency.
Weld seams are structural integrity points where failures carry serious consequences — from product recalls to safety incidents. Manual inspection is slow, subjective,…
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7 March 2025Vision Inspection for Pharmaceutical Packaging.
Pharmaceutical packaging is a critical safeguard for drug quality, safety, and regulatory compliance. Vision inspection systems ensure every package — and every rubber…
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7 February 2025AI Vision & Supply Chain Automation.
AI and computer vision are transforming supply chain management — enabling autonomous monitoring, real-time quality control, predictive maintenance, and end-to-end…
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1 June 2024Drones & AI Vision for Precision Agriculture.
Drones equipped with multispectral cameras and AI vision systems are transforming precision agriculture — enabling autonomous crop monitoring, early disease detection,…
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9 January 2024Robot Cybersecurity in the Age of Autonomous AI.
Robots are no longer confined to factory floors — they operate in hospitals, warehouses, and infrastructure. A cyberattack on a robot causes both digital and physical…
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31 May 2023Industry 4.0 & Computer Vision: Smart Factories.
Industry 4.0 is the fourth industrial revolution — smart factories, interconnected devices, and real-time data analytics. Computer vision is the perceptual layer at its…
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26 May 2023Computer Vision, AI & Robotics: The New Automation.
The convergence of computer vision, autonomous AI, and robotics is driving a new era of intelligent automation. By combining the ability to see, think independently, and…
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25 May 2023Computer Vision for Wood Inspection: Quality & Efficiency.
The wood industry demands precise quality control for appearance, strength, and durability. Traditional manual inspection is slow, subjective, and inconsistent across…
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17 March 2023Vision Systems for Photovoltaic Panel Inspection.
As solar adoption accelerates, maintaining PV panel quality and performance is critical. Micro-cracks, soiling, and manufacturing inconsistencies reduce efficiency and…
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13 March 2023Advanced Vision for Conventional & Fluorescence Microscopy.
Microscopy is central to biological research and clinical diagnostics — enabling visualisation of structures invisible to the naked eye. Modern vision systems integrate…
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8 March 2023Pick to Light + Vision + AI: Smarter Warehouses.
As warehouses evolve towards Industry 4.0, the combination of pick-to-light systems, advanced computer vision, and autonomous AI is transforming traditional manual…
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7 March 2023Automated Testing of Medical Devices: Vision & AI.
The medical device industry demands the highest standards of quality and safety. Automated testing powered by computer vision and autonomous AI is transforming how…
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11 May 2022Data Intelligence, Computer Vision & Boosting OEE.
Achieving maximum efficiency, quality, and compliance in manufacturing is no longer optional. The integration of data intelligence, computer vision, and autonomous AI is…
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3 May 2022Smart Factories, AI & Computer Vision: The New Industrial Trinity.
The industrial revolution is undergoing its most intelligent transformation. The convergence of smart factory systems, autonomous AI, and computer vision is reshaping…
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6 April 2022Vision Systems for Manual Assembly Quality Control.
AI vision systems for manual assembly go beyond passive inspection — they recognise components, verify each assembly step, signal errors in real time, and guide operators…
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21 March 2022AI in Business: Where it Creates Real Value.
Artificial intelligence has moved from buzzword to strategic tool. From production to marketing, from supply chain to finance — AI is already transforming how companies…
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Articoli in italiano.
Sistemi di visione e controllo qualità, spiegati per la manifattura italiana.
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5 aprile 2025Sistemi di visione AI e controllo qualità
L’integrazione dell’intelligenza artificiale nei sistemi di visione industriale sta rivoluzionando il controllo qualità, trasformandolo da semplice verifica a strumento…
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10 gennaio 2024Caso Studio: Implementazione di un Sistema di Visione per il Controllo Qualità in un’Azienda Meccanica
L’azienda cliente, specializzata nella produzione di componenti meccanici di precisione per il settore automotive, si è trovata a dover affrontare sfide crescenti nel…
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