InspectAI Atlas
Real AI visual inspection deployments in automotive & aerospace
35 curated, source-linked case studies from vendors, OEMs and Tier-1s. Every result is quoted from the original source.
Intelligent Inspection (I2): From Manual QA to 100% Automation within 2 Weeks
FPT Software + LandingAI
Quality Vision Inspection Systems with Cognex ViDi Deep Learning (engine rocker arms)
Cognex (VisionPro ViDi) via Automation NTH
Sealing the Deal: Replacing Failed Vision Systems in Automotive Transfer Case Inspection
UnitX
Critical Motion: 360° Robotic Inspection for Automotive Connecting Rods
UnitX
Casting & Machining Perfection: Automotive Pump Housing AI Inspection
UnitX
Signal-Perfect: AI Inspection for Automotive Connector Surface Defects
UnitX
Locked in Focus: AI Inspection for Automotive Camera Module Assembly
UnitX
Beyond 2D: AI-Powered 2.5D Inspection for Zinc Die-Casting Surface Defects
UnitX
Defect-Controlled Delivery: AI Inspection for Automotive Sleeve Surfaces
UnitX
Full-Surface at Speed: AI Inspection for EV Transmission Motor Shafts
UnitX
Micro-Defects, Maximum Stakes: AI Inspection for Three-Way Valve Surfaces
UnitX
Beyond the Surface: AI Inspection for Rubber Bushing Adhesion and Cracks
UnitX
Fast, efficient, reliable: Artificial intelligence in BMW Group Production (press shop crack control)
BMW Group (in-house)
AI checks model designation badges at final inspection (BMW Dingolfing)
BMW Group (in-house)
Audi begins roll-out of artificial intelligence for quality control of spot welds
Audi (in-house, WPS-Analytics)
Audi ensures quality with Siemens AI and Edge (weld spatter detection)
Audi in-house model on Siemens Industrial Edge / Industrial AI Suite
Computer Vision to make production within the Volkswagen Group even more efficient (label check)
Volkswagen Group / Porsche (in-house)
How a Leading Auto Manufacturer Leveraged DeepInspect in Defect Detection (crankcase sealant)
SwitchOn (DeepInspect)
DeepInspect for Robotic Inspection of Engine Part (connecting rods)
SwitchOn (DeepInspect)
AI-Powered Defect Detection for Injector Clips
SwitchOn (DeepInspect)
AI-Powered Defect Detection for Starter Switches (caulking)
SwitchOn (DeepInspect)
Machine Vision Optimizes Quality Inspection in Automotive Production (BIW weld seams)
MVTec HALCON + Deep Learning Tool (integrator DGH Group)
MVTec HALCON's deep learning helps Panasonic Energy to propel automotive battery production
MVTec HALCON
Toyota is expanding its use of AI vision through Deep Learning which automates vehicle checks
Acrovision using Cognex VisionPro + ViDi
How AI is driving Nissan's cutting-edge paint process toward perfection (AUTIS)
Nissan (AUTIS system)
How Ford flags assembly line defects with IBM's AI-powered inspection tools (MAIVS)
IBM Maximo Visual Inspection
Next-Generation Machine Vision Solution Boosts Inspection Accuracy and Reliability (Yamaha ATV/ROV labels)
Elementary
GE Aerospace, Waygate Technologies to Deliver new AI-assisted Commercial Jet Engine Borescope Inspection Solution
Waygate Technologies (Baker Hughes) + GE Aerospace
Waygate Technologies, GE Aerospace Drive the Future of Automated Engine Maintenance (GEnx MDI templates)
Waygate Technologies + GE Aerospace
Pratt & Whitney and Indian Start-up Awiros launch AI-based Aircraft Engine Inspection Tool, Percept
Awiros (Percept, with Pratt & Whitney)
Engineers use photo-driven AI to simplify part validation
Boeing (in-house, Boeing Korea + Boeing AI)
Smart Monitoring and Automated Real-Time Visual Inspection of Sealant Application (SMART VIStA)
MxD project team (with Boeing)
Spirit AeroSystems Advances Use of Robotics for Quality Inspection of Large-Scale Aerospace Structures
Spirit AeroSystems (in-house)
Automating the quality control of acoustic panels using artificial intelligence
IRT Jules Verne
ZAero project update (inline AFP inspection for CFRP wingskins)
ZAero consortium (Profactor et al.)