AI garment size recommendation and size optimisation software

Size-Me 5.1 is Bodi.Me’s end-to-end size recommendation and size optimisation platform for uniforms, workwear, PPE and apparel.

It recommends the most suitable garment size for each wearer and converts aggregated size demand into actionable intelligence for production planning, stock allocation and distribution.

Using only a few simple, non-intrusive wearer inputs, Size-Me delivers garment-specific size recommendations without requiring photographs or body scans during normal remote use. The platform helps uniform suppliers, manufacturers and employers reduce size-related returns, overproduction, excess stock, shortages and costly redistribution.

Size-Me 5.1 dashboard on a desktop monitor, listing 159 garments with a size distribution chart for each

Right size. Right quantity. Right location. First time.

How Size-me 5.1 works

From height, weight and a familiar reference size, Size-Me creates a predicted body profile and recommends the most suitable size from the client’s garment range. Each recommendation is calibrated against the actual garment data, including measurements, size charts, grading, fit characteristics and available sizes — specific to the garment rather than a generic size chart.

The wearer receives a clear size recommendation and, where enabled, a 360° 3D avatar with visual fit guidance. Size-Me 5.1 introduces an improved mobile-first journey, and supports multilingual, multi-garment and multi-location uniform programmes.

Size-Me Find your size form on a phone, asking for the brand, category and size of the wearer’s favourite top

Step 1 · tell us about your favourite garments

Size-Me form with a favourite shirt selected and a fit scale from very tight to oversized

Step 2 · brand, category, size

Size-Me Find your size form on a phone, with the wearer’s height, weight and favourite top already filled in

Step 3 · how does your garment fit you?

Size-Me form with a favourite shirt and favourite jeans selected, each with a fit scale

Step 4 · get your size

Size-Me recommending size M for a pair of trousers, with regular fit at waist and hip shown on a 3D body avatar

360° 3D avatar fit visualisation

  1. The wearer enters a few simple details

    No photographs, videos or body scanning are required during normal remote use.

  2. Size-Me generates a body profile

    Bodi.Me’s proprietary technology converts the inputs into garment-relevant body and fit information.

  3. The profile is matched to the garment

    The platform analyses the garment’s measurements, grading, available sizes and fit characteristics.

  4. Size-Me recommends the most suitable size

    The wearer receives a garment-specific size recommendation based on their body profile and preferred fit.

From individual size recommendation to end-to-end size optimisation

Size-Me does more than recommend a size to an individual wearer. By aggregating anonymised size-demand data across the wearer population, the platform gives manufacturers, uniform suppliers and employers a clearer picture of which sizes will be required, in what quantities and at which locations.

  1. Production planning

    Understand anticipated demand by garment and size before committing to production quantities.

  2. Stock optimisation

    Allocate stock more accurately and reduce excess inventory, unavailable sizes and emergency replenishment.

  3. Distribution planning

    Identify the quantities required at each site, region, distribution centre or wearer location.

  4. First-time fulfilment

    Deliver the most suitable garment size to each wearer the first time, reducing exchanges, returns and repeat deliveries.

Why organisations choose Size-Me

  1. Garment-specific recommendations

    Recommendations are calibrated against your garments, measurements, size charts, grading and fit requirements — not generic industry charts.

  2. Size-demand intelligence

    Aggregated wearer data supports purchasing, production planning, stock allocation and distribution decisions across the supply chain.

  3. Mobile-first wearer journey

    Size-Me is optimised for employees and customers completing uniform or garment orders on smartphones and mobile devices.

  4. Privacy by design

    No photographs or body scans are required during normal remote use. The platform is designed to support GDPR-compliant data processing and deployment.

  5. Scalable and multilingual

    Support multiple languages, garment collections, sizing systems, locations and wearer populations within one scalable platform, enabling consistent deployment across local and international uniform programmes.

  6. Enterprise-ready integration

    API-first technology and e-commerce plugins support integration with ordering, e-commerce, HR, ERP and uniform-management systems.

  7. Fast onboarding

    Size-Me can be operational in less than two weeks, depending on garment data, programme scope and integration requirements.

  8. Cost-effective, high-ROI pricing

    Reduce manual sizing, exchanges, excess stock and unnecessary redistribution with a scalable, cost-effective platform. Flexible pay-as-you-use pricing allows you to scale with demand, control costs and achieve a strong return on investment across production, stock and distribution.

  9. Personalised UX and integration

    The user experience is tailored to each client’s uniform programme, wearer population and operational requirements to produce the best possible outcome. The integration and data-collection journey can also be fully customised to capture the information each client needs and connect seamlessly with existing ordering, HR, ERP and uniform-management systems.

See Size-Me in action

Watch how a wearer completes the Size-Me journey, receives a garment-specific recommendation and reviews the optional 3D fit visualisation.

One platform for remote size recommendation and 3D body scanning

The Size-Me platform is fully integrated with a 3D body scanner, giving uniform programmes the flexibility to combine in-person body scanning with remote size recommendations within one connected system.

Employees located near a scanning facility can complete an in-person body scan, while remote employees can use the standard Size-Me journey from their smartphone or computer. This simultaneous dual approach allows organisations to capture the full wearer population, regardless of location or access to scanning hardware.

By combining 3D body-scanner data, remote wearer inputs and garment-specific calibration, Size-Me provides one of the most accurate and comprehensive size recommendation platforms developed specifically for the uniform industry.

Size-Me technical features

Size-Me can operate as a fully remote, hardware-free sizing platform.

Size-Me technical features and availability
Feature Status Details
Garment-specific size recommendationsIncludedRecommendations are calibrated against each client’s garment measurements, grading, size range and fit requirements.
Remote self-operated wearer journeyIncludedWearers can complete the sizing process using a smartphone, tablet or computer.
In-person body scanningNot required or not applicableAvailable through the fully integrated Scanatic™ 360 3D body scanner.
Tight-clothing photographs requiredNot required or not applicableSize-Me does not require users to upload images in tight clothing or underwear.
Hardware requiredNot required or not applicableRemote Size-Me requires no specialist hardware. The scanner option requires a physical installation.
Software installation requiredNot required or not applicableSize-Me is cloud-based and accessed through a browser or integrated ordering journey.
Mobile optimisedIncludedSize-Me is designed for employees and customers ordering through mobile devices.
Instant recommendationIncludedSize recommendations are generated within the digital ordering journey.
Fast onboardingIncludedMany programmes can be operational in under two weeks, subject to garment data, scope and integration requirements. Scanner installation may require additional planning.
API integrationIncludedAPI-first technology supports connection with ordering, e-commerce, HR, ERP and uniform-management systems.
E-commerce integrationIncludedCan be embedded within existing online ordering and garment-selection journeys.
HR and ERP integrationIncludedCan be configured for environments using systems such as SAP, Oracle and Workday.
Data exportsIncludedConfigurable exports can support reporting, production, stock and distribution workflows.
Personalised user experienceIncludedBranding, questions, wearer journey, instructions and outputs can be tailored to each client programme.
Personalised data collectionIncludedData fields, wearer identifiers, consent messages and reporting requirements can be configured by programme.
Multilingual wearer journeyIncludedSupports multilingual deployment for international and multi-location programmes.
Multiple sizing systemsIncludedCan accommodate different regional size charts and client-specific sizing structures.
Global scalabilityIncludedSuitable for local pilots, national programmes and international uniform deployments.
Multi-site deploymentIncludedSize recommendations and demand data can be managed across different sites, countries and distribution points.
Remote global accessIncludedAuthorised users and teams can access the platform from different locations.
Privacy by designIncludedThe platform is designed to minimise intrusive data collection and support privacy-conscious deployment.
GDPR-supporting deploymentIncludedDesigned to support GDPR-compliant data processing when implemented with appropriate client controls and agreements.
Stock-allocation intelligenceIncludedHelps identify the right quantities by size and location.
Distribution optimisationIncludedSupports allocation across sites, warehouses, regions and individual wearer destinations.
Body-shape researchOptional or configurableScanner data can support anthropometric research, garment development and inclusive size-range analysis.
Pattern-development supportOptional or configurableDetailed scan data can support technical teams, pattern makers and garment developers.
Manual measuring requiredNot required or not applicableNormal Size-Me use does not require manual tape measurement.
Pay-as-you-use pricingIncludedFlexible usage-based commercial models can support pilots and larger deployments.
High initial hardware costNot required or not applicableSize-Me remote requires no specialist hardware. Scanner deployment includes hardware and installation costs.
Scalable operating costIncludedUsage and programme scope can be scaled according to wearer volumes, garments and locations.
Suitable for pilot programmesIncludedCan begin with selected garments or wearer groups before wider rollout.
Suitable for enterprise rolloutIncludedDesigned for large, complex and geographically distributed uniform programmes.
Continuous platform updatesIncludedSize-Me is continuously developed to improve accuracy, usability, data intelligence and integration.
Client reporting dashboardIncludedReporting can provide programme activity, recommendations and size-demand information.
Real-time programme visibilityIncludedClients can monitor recommendation activity and emerging demand during rollout.
Support for specialist garmentsIncludedCan be calibrated for uniforms, workwear, PPE, corporate clothing and other fit-sensitive garments.

Frequently Asked Questions

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