Size-Me 5.1: AI Uniform Sizing Distribution and Stock Optimisation

Size-Me 5.1: Simple, Affordable and Sustainable Size Optimisation for Uniforms and Workwear

Bodi.Me has launched Size-Me 5.1, the latest version of its AI-powered sizing and fit platform for uniforms, workwear and professional clothing.

The upgrade introduces a faster and clearer mobile experience, making it easier for employees to receive personalised, garment-specific size and fit recommendations using a smartphone.

Size-Me 5.1 is designed to solve two connected industry challenges:

  1. Helping each employee select the right garment size first time.
  2. Helping organisations manufacture, purchase, stock and distribute the right quantities across every size.

By combining an easy wearer journey with real size-demand intelligence, Size-Me supports more accurate production planning, better stock allocation, lower operating costs and less garment waste.

What is Size-Me 5.1?

Size-Me 5.1 is Bodi.Me’s latest AI-powered uniform sizing solution.

It asks the wearer a small number of simple, non-intrusive questions and uses Bodi.Me’s proprietary technology to recommend the most appropriate size and fit for each specific garment.

The process does not require photographs, body scans or specialist hardware.

Size-Me can be integrated into an organisation’s existing e-commerce, uniform-ordering or workforce-management platform, allowing employees to complete the sizing journey as part of their normal ordering process.

Why has Size-Me been optimised for mobile devices?

Smartphones have become central to the way employees access workplace services, particularly across distributed, frontline and deskless workforces.

A recent mobile-workforce study reported that 80% of enterprise employees use mobile applications for work-related tasks. (Worldmetrics)

Uniform ordering must therefore work effectively on the device employees are most likely to have available.

Size-Me 5.1 has been further optimised for smartphones and mobile devices so that employees can complete the sizing process quickly and confidently, wherever they are located.

The improved mobile journey offers:

  • A faster and simpler experience
  • Clear, guided instructions
  • An intuitive step-by-step process
  • Personalised size and fit recommendations
  • Only a few simple wearer inputs
  • No photographs or body scans
  • A private and secure process
  • Garment-specific recommendations rather than generic size advice

The aim is to remove unnecessary friction and help more employees select the correct size first time.

Why does a simple wearer experience matter?

A sizing platform can only deliver value when employees find it easy to use.

Complex sizing forms, unclear instructions or intrusive requirements can reduce participation. Lower participation leaves organisations with incomplete sizing information and makes it harder to plan garment demand accurately.

A quick, accessible user journey can encourage more employees to complete the sizing process.

This provides two immediate benefits:

  • The wearer receives a more accurate size and fit recommendation.
  • The organisation receives more reliable information about actual size demand.

By making Size-Me easier to use on mobile devices, Bodi.Me helps clients improve both the employee experience and the quality of the data available for purchasing, manufacturing and distribution decisions.

 

How does Size-Me optimise garment manufacturing?

Traditional garment production is often based on standard size ratios, previous purchasing patterns or assumptions about the workforce.

These methods may not accurately reflect the body profiles, garment preferences or fit requirements of a specific group of wearers.

Size-Me helps organisations understand actual size requirements before garments are manufactured or ordered.

Aggregated and anonymised wearer data can support more accurate size curves, showing the expected demand for each size within a garment range.

This can help manufacturers and uniform providers:

  • Produce the right quantities across every size
  • Reduce production of low-demand sizes
  • identify high-demand sizes before shortages occur
  • Plan purchasing using real wearer requirements
  • Improve garment-specific size forecasting
  • Reduce dependence on outdated historical assumptions
  • Support more responsive or made-to-demand production models

Instead of manufacturing a standard quantity of every size, organisations can make better-informed decisions based on the workforce that will actually wear the garments.

How does Size-Me improve stock optimisation?

Stock optimisation means holding the right quantity of each garment size without creating excessive inventory or frequent shortages.

Poor size forecasting can result in too many garments in less frequently requested sizes and insufficient stock in the sizes employees need most.

Excess inventory ties up working capital, occupies warehouse space and may eventually become obsolete. Stock shortages can cause delayed fulfilment, emergency production, repeat deliveries and poor wearer experiences.

Size-Me provides more reliable size-demand intelligence that can help organisations:

  • Improve stock allocation by garment and size
  • Reduce overstock in low-demand sizes
  • Prevent shortages in frequently requested sizes
  • Identify changing demand patterns
  • Reduce tied-up inventory
  • Lower storage and handling costs
  • Improve replenishment planning
  • Make better use of existing garment stock

For uniform suppliers and professional clothing providers managing multiple clients or garment programmes, this creates a clearer connection between wearer requirements and stock availability.

How does Size-Me improve garment distribution?

Large uniform programmes may involve employees working across different departments, sites, regions or countries.

It is not enough to hold the correct total quantity of garments. The right sizes must also be available in the right locations.

Size-Me can help organisations analyse demand by factors such as:

  • Garment
  • Employee role
  • Workforce group
  • Department
  • Site
  • Region
  • Country
  • Distribution point

This supports more accurate stock allocation across warehouses, workplaces and fulfilment centres.

Better distribution planning can reduce unnecessary stock transfers, emergency shipments, repeat deliveries and the operational cost of correcting sizing mistakes.

The objective is straightforward: deliver the right garment, in the right size, to the right wearer and location, first time.

Why is size optimisation becoming a sustainability priority?

Producing the wrong garments in the wrong sizes creates avoidable waste.

Unsold and unused garments consume fabric, energy, water, labour, packaging and transport before they ever reach a wearer. Even when unused garments are stored rather than discarded, they continue to create financial and environmental costs.

This issue is becoming more urgent as European regulations place greater responsibility on businesses to prevent the unnecessary destruction of apparel.

Under the EU Ecodesign for Sustainable Products Regulation, the prohibition on destroying unsold apparel, clothing accessories and footwear applies to large companies from 19 July 2026. Medium-sized companies are expected to become subject to the prohibition in 2030. (Environment)

The regulation encourages companies to improve stock management and consider alternatives such as reuse, resale, remanufacturing and donation. However, the most effective approach is to prevent unnecessary excess stock from being produced in the first place. (Environment)

More accurate size-demand forecasting can help organisations:

  • Reduce apparel overproduction
  • Prevent excessive stock accumulation
  • Extend the useful life of garment inventory
  • Reduce disposal and storage requirements
  • Lower unnecessary transport
  • Support more responsible purchasing and production
  • Prepare for stricter sustainability and reporting requirements

Size optimisation is therefore no longer only a fit or customer-service issue. It is an important component of responsible apparel supply-chain management.

Is advanced sizing technology affordable?

Accurate sizing technology does not need to rely on expensive body scanners, specialist equipment or complicated implementation programmes.

Size-Me works using a few simple wearer inputs and can connect with systems an organisation already uses.

This helps clients introduce sizing and demand intelligence without replacing their entire digital infrastructure.

By reducing returns, exchanges, excess inventory, repeated deliveries and avoidable production, the platform can generate value across several areas of the business.

The commercial case is not based only on improving fit. It includes:

  • Lower return and exchange costs
  • Reduced customer-service administration
  • More efficient stock investment
  • Lower warehousing requirements
  • Fewer emergency shipments
  • Better production forecasting
  • Less obsolete inventory
  • Improved wearer satisfaction

This makes Size-Me an accessible and scalable solution for uniform programmes of different sizes.

What does partnering with Bodi.Me provide?

By partnering with Bodi.Me, uniform suppliers, garment manufacturers and professional clothing providers gain access to more than a software tool.

They gain an experienced fit technology partner focused on continuously improving the connection between wearer requirements, garment data and supply-chain decisions.

Bodi.Me provides:

  • AI-powered size and fit recommendation technology
  • Real wearer demand intelligence
  • Garment-specific sizing analysis
  • Manufacturing and size-curve insights
  • Stock and distribution optimisation tools
  • Integration with existing ordering systems
  • A continuously evolving platform
  • Ongoing research and development
  • Support for multilingual and international uniform programmes

Every Size-Me upgrade is developed to improve the wearer journey while giving clients more useful and actionable information.

What results has Size-Me achieved?

According to Bodi.Me’s platform and project results, Size-Me has:

  • Delivered more than 1.5 million size and fit recommendations
  • Achieved up to 98.7% size recommendation accuracy
  • Reduced garment returns by more than 80%
  • Helped reduce apparel overproduction by more than 70%

Results vary according to the garment programme, implementation, available data and client processes. However, these outcomes demonstrate how better sizing information can create measurable operational, commercial and environmental benefits.

A simpler route to better sizing and stock decisions

Size-Me 5.1 makes personalised uniform sizing easier for employees while helping organisations obtain more reliable demand information.

For the wearer, it is a quick, private and non-intrusive way to identify the most suitable garment size and fit.

For the organisation, it provides data that can inform manufacturing quantities, purchasing, stock allocation and distribution.

For the wider apparel industry, it offers a practical route towards reducing overproduction, improving resource efficiency and responding to changing sustainability requirements.

Simple for the wearer. Affordable for the organisation. Better for the supply chain.

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

 

Frequently Asked Questions

What is AI-powered uniform sizing?

AI-powered uniform sizing uses wearer information, garment specifications and predictive technology to recommend the most appropriate size and fit for a particular garment.

Does Size-Me require a photograph or body scan?

No. Size-Me provides size and fit recommendations using a small number of simple, non-intrusive inputs. It does not require photographs or body scans during normal use.

Can Size-Me be used on a mobile phone?

Yes. Size-Me 5.1 has been specifically optimised to provide a faster, clearer and easier sizing journey on smartphones and other mobile devices. There is no app to download. Employees can access Size-Me directly through their existing ordering system, a secure URL link or a QR code.

Can Size-Me integrate with an existing uniform-ordering system?

Yes. Size-Me can integrate with existing e-commerce, ordering and uniform-management systems, subject to the client’s technical requirements.

How can size recommendations improve stock planning?

Aggregated size-demand information helps organisations estimate how many garments may be required in each size. This can improve size curves, purchasing, inventory allocation and replenishment planning.

How does Size-Me reduce garment waste?

Size-Me helps organisations understand size requirements before garments are ordered or produced. This can reduce overproduction, excess stock, avoidable returns, exchanges and unnecessary deliveries.

Who can use Size-Me?

Size-Me is designed for uniform suppliers, workwear manufacturers, professional clothing providers, employers and organisations managing workforce garment programmes and ecommerce.

Does Size-Me support international uniform programmes?

Yes. The platform is designed to support multilingual, multi-site and international garment programmes.