01Aerospace02Heavy Engineering03Home Improvements04Medical Devices05Battery & Semiconductor06Data Centers & Control Systems
Industries/Home Improvements
04
Windows, doors & building products
Home Improvements

The same cosmetic call on every shift, before it becomes a callback.

Cosmetic rejects drive the reject rate, and the call changes with the inspector.

Home improvement products manufacturing line with Loopr inspection points
1 → 25+
Marvin Windows is expanding Vision AI assembly verification from one line to more than 25.
Scrap −15–60%
Scratch, crack and dent calls vary by inspector
Rework −10–20%
Panels that don't match once installed
The problem

Cosmetic rejects drive the reject rate, and the call changes with the inspector. Finish mismatches and sealant gaps leave the plant unnoticed and come back as callbacks from the job site, sometimes years later.

What Loopr changes
01
Scrap −15–60%
Scratch, crack and dent calls vary by inspector
02
Rework −10–20%
Panels that don't match once installed
03
Escapes −20–30%
Bead gaps that become seal failures

What we inspect in home improvements

Runs on the cameras, tablets and microscopes already on your line.
01
Windows
02
Doors
03
Profiles & glass
04
Building products
Use cases

Where Loopr goes to work in home improvements

01
Loopr Inspect · Stage 01
01
Incoming parts inspection

Scratch, crack, dent & inclusion

Incoming profiles & glass

Cosmetic defects caught before a part enters the build, with the same call on every shift.

What it checks
Scratches
Cracks
Dents
Inclusions
Setup

Camera at incoming profiles and glass

Result

The same call on every shift

02
02
Inline inspection

Glazing & sealant bead

In-line bead check

Bead gaps and skips caught at the station, before they become seal failures and callbacks.

What it checks
Bead gaps
Skips
Uneven glazing
Setup

Fixed camera at the glazing station

Result

Caught before they become seal failures

Loopr Inspect · Stage 02
03
Loopr Inspect · Stage 03
03
Final inspection

Window assembly verification

Marvin Windows

16 types of visual checks on each window, tied to the order's BOM from ERP and to MES for analytics.

What it checks
16 visual check types
BOM mismatch
Setup

Fixed cameras, BOM from ERP, results to MES

Result

Expanding from one line to 25+ at Marvin

04
04
Inventory & MRO

Grade stamp, label & barcode

Warehouse & shipping

Grade stamps and labels read before pallets ship, so a mislabel doesn't get the load rejected at the yard.

What it checks
Grade stamps
Labels
Barcodes
Setup

Camera at warehouse and shipping

Result

No loads rejected for a mislabel

Loopr Inspect · Stage 04

Other industries

Begin your Quality Intelligence journey

Put Vision AI on your production line.

Loopr is hardware-agnostic and runs on the equipment already on your line. Tell us what you inspect and we'll validate impact in four weeks.