Industrial AI for apparel, footwear and accessory manufacturing
It is a sector where the product is at once a fashion object and, in some cases, a medical device or protective equipment: signed tolerances, mandatory tests with records that must be kept for years and a demanding end user who returns the product if they see a cosmetic defect. iLEAN digitizes these plants without touching the systems that already work: capture stops living on paper, the line is seen in real time and the audit evidence is generated at the source.
Workwear manufacturing
Uniforms and workwear: bundle ticket from a photo, a legacy cutter digitized, 100% stitching inspection and zero size and color mix-ups per order.
See the cases → 12 casesEyewear — ophthalmic lenses and frames
Paperless surfacing shift report, vacuum chamber panel read by camera, prescription change caught before the lockout, cosmetic inspection with AI vision, validation of the anti-reflective chamber's preparation and zero remakes with a stable method.
View cases →All 26 cases in apparel
The complete listing, unpaginated. Each link goes to the specific case: the problem as it shows up on the plant floor, how the IRIS schema solves it and what was measured.
- Catching the prescription change before the lockout
- Digitize your vintage cutter without touching the panel
- Industrial AI for workwear garment manufacturing
- Industrial AI in ophthalmic lens and frame factories
- Mounting without typing: the prescription travels from the job to the machine
- Reading the AR chamber’s panel without touching the machine
- Receiving semi-finished lenses and monomer, with a photo
- The audit dossier organizes itself
- The bundle ticket enters the system with one photo
- The cosmetic inspection station, powered by AI vision
- The Edge camera that inspects 100% of your garments
- The efficiency spreadsheet stops living apart from the ERP
- The fabric delivery note gets digitized with one photo
- The fabric supplier's alert arrives on time
- The flagship system against size-color mix-ups
- The GEMBA walk that enters the system by talking
- The headset that turns supervisors into a data source
- The human gate that makes AI signable in a medical device
- The label coder stops depending on manual typing
- The line doesn't start without a camera green light
- The medical device audit, always ready
- The surfacing shift report stops dying in a tray
- The test laboratory’s Excel reaches the ERP on its own
- Two taps that keep the ERP clean
- Validating the vacuum chamber’s preparation before starting
- Zero remakes: four rings and a method that holds
Tell us your case and we will send the estimated ROI for your plant within 48h.
We work on your plant's real data, not ours. Assessment with no commitment.