Shelton Vision

What Shelton Vision does

Shelton Vision, trading under the legal entity Shelton Machines Limited, designs and manufactures automated fabric and surface inspection systems for textile manufacturing operations, headquartered in Kibworth, United Kingdom since 1971. The company's flagship platform WebSpector uses high-speed line-scan cameras combined with the proprietary WebClassifier deep-learning module to detect, classify and 3D-grade defects at full production speed across plain, patterned, dark, reflective and textured fabrics with reported accuracy above 99%. Supporting modules include AUTOTRAIN (automated per-style setup), Pattern Separation (proprietary algorithm for repeating-pattern inspection), SHADE shade variation measurement, QA self-validation, CUT optimised cut plans, SYNC WebViewer re-roll control and NET multi-site standards, with the company explicitly positioning the system as inspecting at every value-adding stage rather than only at end-of-line.

The commercial model is structured as per-metre operational charging under multi-year contracts, bundling hardware, software, service, spares, upgrades and remote diagnostics into a usage-based recurring revenue stream rather than one-off capital sales. Customers are enterprise textile producers and finishers across automotive (including airbag and safety-critical interior applications), aerospace composites, medical textiles, luxury apparel, technical textiles, carbon fibre, flooring and general apparel, with named logos including Pincroft, an unnamed luxury fashion house inspecting heritage check patterns, and an undisclosed automotive manufacturer reporting 90% fewer claims. Distribution is direct enterprise sales with feasibility studies performed on customer fabric pre-commitment, supplemented by presence at industry events such as Techtextil, Texprocess and ITMA Asia + CITME. Systems are installed in 24+ countries under stated certifications including ISO 9001, CE, UKCA and GDPR compliance.

Name

Shelton Vision

Legal name

Shelton Machines Limited

Website

https://sheltonvision.co.uk

Company type

Private

Founded year

1971

Operating status

Operating

Headcount range

1–10 employees

Short description

Shelton Vision designs and manufactures automated machine vision inspection systems for textile producers, using AI-powered line-scan cameras to detect, classify and 3D-grade fabric defects in real time across automotive, aerospace, medical and apparel verticals.

Ownership category

akta.pro rank

Headquarters

HQ city

Kibworth

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Technology or R&D, Supply Chain, Personnel, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Per-Metre Operational Charging: Commercial terms based on per-metre operational charging, incorporating service & support, spares, upgrades and remote diagnostics. Structured for long-term partnerships rather than one-off purchases. Creates recurring revenue stream as customers process fabric continuously.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

Shelton Vision designs and manufactures industrial machine vision systems that automate the inspection of textiles and technical fabrics on production lines. Its flagship product, the WebSpector platform, integrates high-resolution line-scan cameras with proprietary WebClassifier machine learning models to detect and classify fabric defects in real time, replacing manual visual inspection for automotive, aerospace, medical, apparel, and composite manufacturers. Systems are configured per customer production line and sold under a per-metre-inspected operational pricing structure.

Product overview

Shelton Vision offers a unified platform-based product portfolio anchored by the WebSpector automated fabric inspection system. The platform integrates multiple software modules—WebClassifier (deep-learning AI for defect classification and 3D grading), AUTOTRAIN (automatic inspection setup), WebViewer Control (re-roll machine control), and Optimised Cut Plans (yield-maximising cutting strategy)—into a single cohesive system that inspects fabric at full production speed and turns inspection data directly into optimised cutting actions. Service offerings include End-to-End QA (three-gate inspection strategy) and Pattern Inspection for complex patterned fabrics. Commercial terms are based on per-metre operational charging incorporating ongoing support, remote diagnostics, spares, and upgrades.

Differentiator

Problem solved

Functional benefit

Brands

• WebSpector: Automated fabric inspection platform with AI classification, high-speed defect detection and optimised cut planning for plain and patterned fabrics.
• WebClassifier

Products and services

• WebSpector Automated Web Inspection System An industrial machine vision platform combining high-resolution line-scan cameras with proprietary WebClassifier AI models to automatically detect, classify, and log defects on moving fabric webs in real time. It is engineered per customer production line and sold under a per-metre-inspected operational pricing model to textile and composite manufacturers in automotive, aerospace, medical, apparel, home textiles, technical textiles, carbon fibre, flooring, and dyeing & finishing.

Quantifiable outcome

• Greater than 99% defect classification accuracy
• +4 more outcomes

Named customers3 records

Segments10 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature10 records

Partnerships

One partnership is on record.

• Loughborough UniversitycoreStrategic or Co-development PartnerCollaborative research partnership through Innovate UK project to develop breakthrough technique for inspecting patterned fabric at speed. This partnership resulted in the core pattern inspection technology that differentiates WebSpector.

Scale indicators9 records

Recent moves6 records

Expansion highlights4 records

Direct peers

• Erhardt+Leimer: German-headquartered manufacturer of web and surface inspection systems, including for the textile industry. Most direct global competitor to Shelton Vision in automated fabric inspection, with comparable line-scan camera + AI offerings across finishing, coating and converting lines.
• ISRA VISION (Atlas Copco): Surface inspection vision systems acquired by Atlas Copco; competes with Shelton in patterned and web material inspection across textile, plastics and metal. Overlapping value proposition in AI defect classification and optimised cutting for industrial web processes.
• Uster Technologies: Swiss provider of quality management systems for textiles, covering yarn, fabric and finished goods. A direct peer in textile quality inspection, complementing Shelton's woven/knit focus with end-to-end mill quality control systems.
• Mahlo GmbH: German manufacturer of process control and measurement systems for textile finishing (straightening, weft control, weight/thickness). Direct competitor in inline textile process measurement used by the same dyeing & finishing customers Shelton serves.
• Loepfe (Rieter): Swiss supplier of yarn quality and process control solutions for spinning mills (now part of Rieter). Direct peer in textile-mill quality, focused more upstream than Shelton but serving the same mill buyers and competing for inspection budget.

Broad incumbents

• Barco (Web Inspection): Provides web inspection technology as part of a broader portfolio of visualisation and industrial products. Competes in adjacent surface web inspection markets and benefits from greater scale and channel reach than Shelton.
• Cognex Corporation: Large US machine vision platform serving many industrial inspection tasks but without a focused textile defect catalogue. Indirect competitor and potential future entrant if textile vision becomes a more attractive vertical.
• Keyence Corporation: Global industrial machine vision and sensor vendor with broad portfolio across factory automation. Larger competitor by scale; provides vision components and systems that could substitute for Shelton at the OEM level.
• SICK AG: German industrial sensor and machine vision supplier with deep global channel and broad industry coverage. Adjacent in web inspection use cases and could expand into textile-specific applications over time.

Emerging players

• OptiTex: Digital textile and 3D apparel software provider with growing exposure to fabric defect detection and quality simulation. A smaller, more software-led potential competitor, particularly around digital twin and inspection workflows in apparel.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/shelton-machines-ltd.
• Xx.com/sheltonmachines

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Shelton Vision