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AI-powered finished leather inspection

Mindhive FinishSelect™ detects and maps defects on finished hides in 15 seconds, with 0.17mm precision across 20+ defect classes. Digital defect data that transforms how you grade, sell, and cut.

Trusted by industry leaders

Zund Logo
Mind Logo
Scottish Leather Group Logo

The highest-stakes quality call

Every finished hide carries the full accumulated cost of production. Getting the quality call wrong here costs the most.
Nested Mindhive FinishSelect™ digital defect map projected onto finished leather, showing color-coded cutting zones for optimized yield
Mindhive FinishSelect™ system scanning finished leather with real-time defect map, grade, and area data displayed on screen

At the finished stage, the commercial stakes are at their peak. The hide has been through dozens of processes, each adding cost. A defect missed here does not just reduce margin. It reaches the customer.

Manual finished leather inspection is slow, subjective, and difficult to scale. A trained grader takes 7 to 10 minutes to mark a hide. Results vary by person, by shift, and by the pressure to keep pace with production targets. Defects that are invisible at wet-blue may now be visible. New defects introduced during finishing may be misclassified.

For automotive, upholstery, luxury, and other high-specification applications, the consequences are especially acute. Buyers require documented evidence that each hide meets their exact specification. Without objective, repeatable inspection data, tanneries absorb the risk.

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What is Mindhive FinishSelect™?

Mindhive FinishSelect™ is an AI-powered finished leather inspection system that automates defect detection and digital defect mapping. It scans each hide in 15 seconds with 0.17mm defect resolution, detecting and classifying 20+ defect classes and producing a full-hide digital defect map for every hide.

FinishSelect™ uses the same machine vision approach as BlueSelect™, adapted for the characteristics of finished surfaces. The neural network has been primarily trained on automotive-grade finished leather, where defect tolerance is lowest, and is designed to expand into other finished leather applications as the defect catalog grows.

The system is available as a standalone inspection station or as part of the Dectura integrated workflow, where defect data flows directly into Mind nesting software and Zünd cutting systems.

01.

Logic-based customer-specific grading rules (tier dependent)

02.

Built-in pixel-level area measurement accuracy

03.

Color coded, defect detection displayed in real time

04.

Industry standard or custom panelized grading rules 

05.

‘Smart Skirts’ maximizes realistic usable area

“Mindhive has been an exceptional partner, deeply committed to solving real production challenges. FinishSelect™ is exactly what modern leather manufacturing needs.”

Nicholas Muirhead, CEO of Scottish Leather Group

Scottish Leather Group logo

From hide to digital quality record

01.

High-resolution imaging

Capture every hide detail down to the hair follicle, using precision MIR lenses and SVL linear bar lights.

02.

AI defect detection

Proprietary neural networks identify and classify 20+ defect classes that affect leather quality and performance.

03.

Digital defect mapping

A comprehensive digital map of each hide, precisely locating and classifying all defects for optimal material utilization downstream.

04.

Customer-specific rules

Apply customer-specific NFG rules consistently, ensuring precise adherence to end-customer requirements beyond human variability.

05.

Rapid processing speed

Complete hide assessment within a 15-second Takt time, dramatically reducing selection bottlenecks.

06.

Comprehensive quality data

Digital documentation including hide image, defect map, grade, batch number, etc. to support traceability and regulatory compliance.

Watch Mindhive BlueSelect™ in action

 

20+ defect classes on finished leather

  • Contamination

  • Color change

  • Crease

  • Disease

  • Hair follicle

  • Insect bite

  • Loose grain
  • Machine damage
  • Neck wrinkle
    Open scratch
  • Pinhole
  • Wart
Mindhive FinishSelect™ detecting and classifying defect types on a finished leather hide

BlueSelect™ + FinishSelect™ :
the intelligence loop

When both BlueSelect™ and FinishSelect™ are deployed at the same tannery, the data tells a connected story. Defects detected at wet-blue can be tracked through to the finished stage. Patterns emerge: which raw material sources produce the best finished yields, which processes introduce new defects, and where the biggest quality gaps sit.

Wet-blue data informs finished leather outcomes. Finished leather outcomes refine wet-blue grading rules. Over time, the tannery builds a data-driven understanding of how raw material quality flows through to the final product.

This intelligence loop is what turns grading data into continuous improvement.

Learn about Mindhive BlueSelect™
Data flow diagram showing how BlueSelect™ wet-blueinspection data connects to FinishSelect™ finished leatherinspection, creating a continuous intelligence loop

What sets FinishSelect™ apart

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Most finished leather inspection is still done manually, taking 7 to 10 minutes per hide. FinishSelect™ completes the same assessment in seconds with a consistent, documented result. The defect map, grade, and inspection report create a quality record that travels with the hide.

FinishSelect™ is built on the same machine vision platform as BlueSelect™, which has graded over 20 million hides globally. For tanneries running both systems, the combination creates something no manual process can: a digital defect map at wet-blue and a digital defect map at finished for the same hide. That pairing enables deep analysis of how raw material quality flows through to the final product, and refinement of grading decisions at both stages.

See every defect, optimize every hide for cutting.

Two ways to bring FinishSelect™ into your operation

Standalone inspection station

The defect detection and digital defect mapping system integrated into an existing production line. Hides are inspected and the defect map and grade are displayed on screen and recorded in Mindhive Cloud. Suited to tanneries that want to add objective inspection data to their finished leather workflow, including those with existing cutting equipment. Manufactured and installed by Zünd.

Mindhive FinishSelect™ automated defect detection system inspecting finished leather with live grade and quality data on display
FinishSelect™ defect map overlaid on finished leather with color-coded zones guiding cutting placement for maximum material yield

Dectura unified workflow

Hides are routed to automated nesting, using the defect map to optimize panel placement and material yield, before cutting. Digital defect maps replace chalk marking, eliminating post-cut cleaning. This end-to-end workflow connects quality data to production decisions in a single pass, reducing post-cut rejects. Dectura uses Zünd cutting hardware.

The tanners’ secret to enhanced market confidence

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icon-hide
Maximized
quality
Significantly reduce human error with accurate, consistent grading.
icon-shipping
Optimized
shipping
Deliver pre-sorted hide pallets with verified grades.
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Operational efficiency
Speed up your production line up to 360 graded hides per hour.
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Reduced discrepancies
Minimize the risk of disputes with transparent leather quality data.
Leading wet-blue tanneries who have adopted our automated grading system report significant improvements in both product quality and operational efficiency.

Mindhive Grading is not just tested—it’s trusted by industry leaders who demand the best.
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Ready to see Mindhive FinishSelect™ in action?