AI QUALITY INTELLIGENCE FOR CONTINUOUS MATERIALS

Every metre, understood.

Spectify inspects fabric in real time, maps every defect and turns quality data into decisions for production, quality and commercial teams.

Inline inspectionEdge AI inferenceRoll-level traceabilityProduction insights
LIVE INSPECTION
ROLL SPF-042142.0 m/min1,840 mm
Original inspected fabric imageHeatmap of the inspected fabric image
SURFACE INSIGHT Localized surface anomalies detected across repeated zones.

The heatmap shows clustered anomaly regions on the material surface. Check coating, print or surface application consistency before the next production run.

Type Surface anomalyPattern Clustered zones
Raw calibrated acquisition · no AI overlay
QUALITY STATEA−
Inspected1,284 m
Defects17
Critical01
DEFECT DENSITY
Product demonstrationIllustrative inspection data
SCROLL TO UNDERSTAND
01 / ACQUIREIndustrial imaging
02 / INTERPRETDefect understanding
03 / CONNECTRoll-level production evidence
04 / IMPROVEContinuous quality learning

FROM VISIBILITY TO CONTROL

Inspection should not end with detection.

A defect alert is useful. A connected quality record is transformative. Spectify links what happened on the material to where it happened, how serious it is and what the team should do next.

ONE CONTINUOUS QUALITY LOOP

See it. Understand it. Act on it. Improve it.

01

Inspect

Capture continuous material at production speed with industrial imaging and controlled illumination.

02

Understand

Detect, localize, classify and grade visible defects against configured quality rules.

03

Act

Create alerts, roll maps, reports and practical recommendations for the people running production.

04

Improve

Use operator validation and production history to strengthen the quality knowledge base over time.

FROM LINE TO DECISION

A system, not an isolated model.

Spectify connects image acquisition, AI inference, operator feedback and enterprise workflows without forcing the factory to rebuild its entire process.

01Material
02Image acquisition
03Edge inference
04Defect intelligence
05Operator validation
06Quality grading
07Roll report
08ERP / MES / PLC

OPEN BY DESIGN

Fit the production environment. Do not fight it.

Connect camera acquisition, encoder signals, PLC events and enterprise workflows through a modular architecture designed for industrial continuity.

Structured interfaces Edge-first continuity Modular deployment
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OPERATIONAL VALUE

Quality evidence that moves with the roll.

01

Earlier visibility

Surface emerging quality patterns before they become a completed roll or a customer claim.

02

Objective grading

Apply configured rules consistently across shifts, teams and facilities.

03

Traceable decisions

Connect every review, severity and action to a precise position on the material.

04

Faster investigation

Give quality and commercial teams a shared evidence base for claims and root-cause analysis.

05

Reusable data

Turn each inspection into structured production knowledge instead of a disposable visual check.

06

Better coordination

Align production, quality and management around the same roll-level picture.

BUILT FOR DIFFICULT MATERIALS

Start with textile. Scale across continuous surfaces.

Spectify is designed for environments where speed, texture, pattern, lighting and defect variety make inspection difficult.

01

Apparel & woven fabrics

Continuous inspection for recurring and random surface defects across production widths.

02

Home textiles

Roll-level visibility for upholstery, curtain and furnishing materials.

03

Technical textiles

Configurable inspection logic for high-value materials and application-specific tolerances.

04

Patterned materials

Inspection strategies designed around repeat structures, texture and visually complex surfaces.

05

Nonwovens

Detect and map visible formation, contamination and surface consistency issues.

06

Continuous surfaces

A platform direction for coated, laminated and other roll-to-roll materials.

A CONTROLLED PATH TO PRODUCTION

Prove the inspection approach before scaling it.

01

Material assessment

Define material, line conditions, defect taxonomy and commercial quality criteria.

02

Feasibility test

Test representative samples and difficult defects under a controlled imaging setup.

03

Integration design

Specify camera, lighting, edge compute, line signals and enterprise interfaces.

04

Model preparation

Build the defect knowledge required for the production target.

05

Production validation

Calibrate on the line, validate against real production and align grading rules.

06

Continuous optimization

Review feedback, monitor drift and extend coverage as materials and defects evolve.

YOUR MATERIAL IS THE REAL TEST

Bring your hardest material.

Share the production speed, width and defects that matter. We will help define a credible inspection approach.