sizing & Fit intelligence for global APPAREL brands

Turn size and fit challenges into sales.

We are the only provider that offers a full sizing and fit suite:

Full 3D virtual try-on
Full 3D styling with layering
Size recs with AI-powered Fit Agents
AI-powered size chart development
Fit intelligence dashboards

Couture Technologies gives fashion and uniform leaders a precision fit suite that removes guesswork, reduces returns, and gets every customer into their best size, online or in person.

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For fashion apparel: Increase sales and customer engagement while reducing returns to see positive impacts to both your top and bottom line.
For uniform programs: Size new accounts and new employees in record time. No size runs, no trying on physical garments, and a lot less windshield time traveling to client locations to size smaller accounts. A simple, modern experience that wearers can do at home or on-site.

Providing real impact.

Our clients have seen:

Over 40% fewer size-related returns
Over 100% increases in sales
50–60% cost reduction to size uniform accounts
Consistent fit recommendations across product lines

Share where you sell today and how you size customers. Our team will map a pathway to measurable uplift in less than one quarter.

Trusted by forward-thinking apparel and uniform companies of all sizes

For fashion & eCommerce

Transform size uncertainty into higher sales and fewer returns.

Couture Technologies integrates directly into your website via an API to generate intelligent size recommendations or a full 3D virtual try on experience that takes into account body measurements, garment construction and personal fit preferences.

Give every shopper a personalized size and fit recommendation in seconds. No app download needed.
Reduce costly size-related returns.
Increase confidence for first-time and cross-border customers.
Maintain a consistent fit experience across categories and seasons.
Receive fewer manual size inquiries for the customer service team.

Key metrics we move for apparel brands

Return rate reduction of 40%+ for size and fit-related returns.

100–250% more engagement with your products.

Up to 105% increase in sales

Higher AOV from customers that can create their own looks

After your consultation, we’ll benchmark your current return rate and model the financial impact of a precision sizing layer across your top markets.

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For uniform & workforce programs

Get a faster route to revenue by reducing the time and costs to size uniform accounts.

Whether deploying uniforms across airports, hotels, healthcare, or logistics, Couture Technologies removes fitting bottlenecks and reduces expensive re-orders.

Self-service or guided fittings in under four minutes per employee. At home or onsite.
Size a full new uniform account or fit a single employee.
No need to drive several hours to size small accounts or spend multiple days trying to size employees from different shifts.
Fewer size swaps and a more streamlined path to install.
Audit trail of sizing decisions for compliance and forecasting.

Key metrics we move for uniform companies

50–60% reduction in time spent on in-person fittings.
No queues or lost productivity for workers.
Modern, digital experience that feels like an investment in the employee.
Can be up and running in less than 2 weeks.

We’ll tailor your demo around your current fitting workflows and show how Couture Technologies optimizes your fitting processes end to end.

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How couture technologies fits in

From uncertainty to fit precision in three steps.

Our team can handle the integration so you can move to deployment with minimal engineering lift

or your team can utilize our API

01
Map your size & fit priorities

We align on the deployment strategy (regions, garment priorities, and timeline), the metrics you want to achieve, and get to work.

02 Configure the fit engine

We ingest product specs, provide an API or obtain access to manage the integration, adjust preference settings and start setting up your fit intelligence dashboard.

03 Launch, measure, expand

Start with a focused implementation, validate impact on returns and sales, then scale to additional markets, customers, or product categories with confidence.

we can support all your sizing and fit needs

From Styling to Sizing and Fit Recommendations, We Have You Covered.

Whether your priority is online sales, returns, or providing an exceptional customer experience, Couture Technologies has a full sizing and fit product suite. No need to source sizing, fit or styling solutions from different providers.

For fashion leaders

Sizing confidence = Increases in Sales

Let Couture Technologies' product suite take the guesswork out of online shopping for your customers.

SizeX

Size recommendations + Fit Agent

LookBookX

Personalized styling and outfit building

VisualizeX

Full 3D virtual try on

For uniform leaders

Faster Fitting Experience = Faster Route to Revenue

Let Couture Technologies reduce the time it takes to size new accounts or new employees.

Workfitter

Size recommendations and admin tools

Workfitter for Ecommerce

Size Recommendation + Fit Agent & VTO

Questions, answered

Is Couture Technologies right for your brand or program?

A short conversation is usually enough to confirm fit for your organization. These FAQs cover what most teams ask before that call.

How long does it take to go live?

Most teams see their first pilot live in 4–8 weeks, depending on data readiness and integration complexity. During your consultation we’ll map a realistic timeline based on your systems and approval processes.

What integrations do you support?

For fashion, we integrate with leading eCommerce platforms and custom stacks via lightweight APIs or tags. For uniform programs, we connect to your allocation, HRIS, or order management tools to keep sizing recommendations and inventory aligned.

Do customers or employees need to download an app?

No. Couture Technologies is delivered via web-based experiences embedded in your existing journeys—product pages, onboarding forms, or fitting kiosks—keeping friction low and adoption high.

Which markets can you support?

Couture Technologies is built for global deployment. We support multiple languages, region-specific fit preferences, and privacy frameworks. On the consultation, we’ll discuss your key regions and any regulatory constraints.

What does a typical engagement look like?

We begin with a sizing audit and business case, then run a targeted pilot to validate impact on returns, conversion, and fitting time. From there, we co-design a roadmap for global rollout, measurement, and continuous optimization.

What is Workfitter?

Workfitter is the only virtual sizing and fitting tool that combines the power of data science with human preference to get employees into the right size uniform. Built in partnership with Workwear Outfitters, Workfitter can be used for uniform programs, branded e-stores, uniform rental contracts, and consumer-facing e-commerce websites. It works for both onsite fittings and can also be used independently by employees. No more driving long distances to fit a new hire or having route drivers interrupt their normal routine to do a fitting. Large fittings for new accounts can be completed in record time, and a hybrid approach can be used to capture fittings over multiple shifts. The best part is you can get started in less than 2 weeks.