Hi Product Hunt 👋 I’m Kohei, the maker of TOIVIS. Visual inspection software often begins with specialized systems, cloud services, or a lengthy setup. I wanted to make the first step more accessible: use the iPhone already in your hand. TOIVIS learns what a good product looks like from 4–20 reference images, then compares new images with that normal state. Training, inspection, and storage all happen on device. What makes TOIVIS different: • On-device, offline learning and inspection • Heatmaps that show where differences appear • Region-of-interest settings and camera alignment correction • Decision holds when image quality or alignment is insufficient • Saved-image, single-capture, and continuous inspection workflows • Inspection history with PDF and CSV export • No accounts, ads, tracking, or image uploads TOIVIS is designed for quality teams, production engineers, inspection operators, and small manufacturers looking for a practical way to build a repeatable inspection workflow. The current release is free and includes up to 3 registered products, 500 inspections per calendar month, and 500 standard history records. AI inspection results are intended to support—not replace—your organization’s final quality decisions. Performance should always be validated with representative products under real operating conditions. I’d especially love your feedback: • What products or defects would you want to inspect? • Does the setup feel practical for a real production floor? • Which reporting or workflow feature would help you most? Thank you for checking out TOIVIS!

TOIVIS

Offline AI visual inspection, right on your iPhone

Offline AI visual inspection, right on your iPhone