Surface Defects
Detect scratches, dents, and discoloration on metal and plastic parts.
Industries: Stamping, Injection MoldingAffordable AI visual inspection for small manufacturers. Pilot timing and pricing depend on the line, camera setup, and defect class.
Traditional machine vision systems can be expensive, specialized, and slow to deploy. Small manufacturers end up absorbing defects, labor churn, and return costs.
Human inspection varies by shift, fatigue, and throughput pressure.
Skilled inspectors are hard to hire and expensive to retain.
Escaped defects trigger rework, returns, and damaged relationships.
Quality teams need traceable evidence and consistent pass/fail data.
Three steps from assessment to production-ready AI inspection.
We visit your line and identify a high-impact inspection point.
Camera + edge AI installed in days and trained on your parts.
Real-time pass/fail with image evidence and operator dashboard visibility.
Built for high-impact checks that reduce escapes and speed up throughput.
Detect scratches, dents, and discoloration on metal and plastic parts.
Industries: Stamping, Injection MoldingPresence/absence checks, orientation verification, and label placement validation.
Industries: Tier Suppliers, PackagingGap measurement and alignment verification for repeatable fit and finish.
Industries: Automotive ComponentsBead quality, coverage, and porosity detection before parts leave the cell.
Industries: Fabrication, ElectronicsModel potential inspection value using your own production assumptions.
Start with a pilot and scale as your quality program grows.
Nardo brings 9+ years in automotive embedded systems with deep computer vision + machine learning expertise. Rochester Hills, MI — serving Southeast Michigan manufacturers.
Assessment includes: on-site walkthrough, inspection point recommendation, and opportunity estimate — no obligation.
Email us at [email protected]
We'll be in touch within 24 hours.