What Couture Technologies does

Couture Technologies is a Nashville-based, founder-led AI company that builds virtual try-on and fit-prediction software for ecommerce apparel brands. Its CTFit platform combines computer vision–driven two-photo body capture, generative 3D avatars, physics-based garment simulation, and patented FitMap fit-zone visualization to help shoppers preview fit, receive personalized size recommendations, and assemble outfits in 3D before purchase. Core product modules include VisualizeX (virtual fitting), LookBookX (interactive digital lookbooks), MeasureX (photo-based body measurement), FitMap (fit visualization), RoboLoom (free 3D garment digitization), and an analytics dashboard; all are delivered as white-label, embedded software that integrates via three lines of code or a Shopify plugin.

The company's go-to-market is B2B SaaS distributed through direct enterprise field sales and OEM/embedded white-label integrations into client storefronts (Shopify, Salesforce, custom platforms). Pricing is quote-based with annual billing, and the customer base to date skews toward small and mid-market apparel brands across sustainable fashion, bridal, and gender-free segments — with one named UK enterprise customer indicating nascent international reach. Documented customer outcomes include 105% sales lifts, 46% return reductions, and 243%+ engagement-time gains, with one customer reporting zero returns versus a 24.4% industry average. The company has raised approximately $1.76M in cumulative funding (NSF grant, Launch Tennessee support, and a $1.5M seed in March 2023) and operates with 11–50 employees.

Name

Couture Technologies

Legal name

Couture Technologies, LLC

Website

https://couturetechnologies.com

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Couture Technologies is a Nashville-based AI company that provides ecommerce apparel brands with white-label virtual try-on, fit visualization, and body measurement software (CTFit platform) to reduce returns and lift conversions.

Ownership category

akta.pro rank

Product category

Apparel Virtual Try-On Software

NAICS

Commercial Photography (541922), Industrial Design Services (54142)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

CG Asset Creation (Modeling, Texturing, Lookdev, Rigging) (MPAHABAE)

akta.pro secondary industries

Virtual Styling & Outfit Planning (HSACAJAF), Digital Creative & Experience Design Agencies (Web/App/UX) (MPAAAAAD)

Keywords

• Virtual try-on software
• Apparel fit technology
• 3D garment simulation
• AI sizing solutions
• Ecommerce fit visualization

Headquarters

HQ city

Gallatin

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

1. B2B SaaS Platform Licensing: Subscription-based licensing of virtual try-on technology to apparel brands. Brands pay for access to integrate virtual fitting, lookbooks, and sizing tools into their ecommerce platforms. Pricing is quote-based, likely tiered by garment volume or brand size.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels7 records

Core offering

Couture Technologies develops CTFit, a white-label B2B SaaS platform that delivers AI-powered virtual try-on, interactive digital lookbooks, body measurement, and fit visualization for ecommerce apparel brands. The platform builds hyper-realistic 3D digital avatars from two customer photos and uses physics-driven simulation to render garment drape, fit, and pressure. It integrates directly into client websites via a Shopify plugin or three lines of code, fully white-labeled to match brand aesthetics.

Product overview

Couture Technologies offers CTFit, a unified SaaS platform for virtual fitting and styling. The core product suite comprises VisualizeX (virtual fitting with AI-rendered avatars), LookBookX (interactive 3D styling tools), FitMap (patented fit visualization overlay), and MeasureX (photo-based body measurement). An optional Data Analytics Dashboard provides business intelligence, while RoboLoom is a free tool for digitizing garments into 3D. All products integrate white-label into brand websites via Shopify plugin or three lines of code.

Differentiator

Problem solved

Functional benefit

Products and services

• CTFit The core software-as-a-service platform providing virtual try-on technology delivered through white-labeled integration into brand websites. Includes avatar creation, garment digitization, fit visualization, and styling tools for ecommerce apparel brands.
• VisualizeX Virtual fitting technology using hyper-realistic 3D digital avatars that show how garments will look and fit on individual bodies. Includes FitMap visualization and two-photo capture for avatar creation without requiring an app.
• LookBookX AI-powered interactive digital lookbook enabling customers to mix and match garments across a collection, visualize outfit combinations in 3D, and explore styles they create. Replaces brand-curated outfits with customer-driven styling creativity.
• FitMap Patented fit visualization technology that overlays color-coded zones on personalized avatars showing where garments will feel comfortable, contoured, or snug across body areas such as bust, waist, hip, and thigh. Helps shoppers align fit preference with precise size recommendations.
• MeasureX Body measurement tool enabling shoppers to capture precise body measurements through a frictionless digital experience using just two photos. Delivers spot-on size recommendations and customized fit profiles without a measuring tape.

Quantifiable outcome

• 105% increase in sales with 3% AOV increase
• +4 more outcomes

Named customers4 records

Segments2 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability6 records

Feature8 records

Scale indicators18 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• True Fit: True Fit provides AI-driven size and fit recommendations for apparel ecommerce brands. It directly competes with Couture's MeasureX and VisualizeX offerings by addressing the same size/fit uncertainty problem for online retailers.
• Vue.ai: Vue.ai offers an AI styling, sizing, and visual merchandising platform for fashion retailers. Its product suite overlaps with Couture's VisualizeX and LookBookX, including body-based recommendations and styling automation.
• Wannaby: Wannaby builds AR-based virtual try-on technology for shoes and apparel, directly competing with Couture's AI-rendered avatar approach. Both companies target ecommerce brands seeking to reduce returns and increase conversions.
• 3DLOOK: 3DLOOK captures body measurements from photos to power sizing and virtual try-on for apparel brands. Its photo-based body capture competes directly with Couture's MeasureX two-photo measurement approach.
• Bold Metrics: Bold Metrics provides AI-driven body measurement and size recommendation tools for apparel retailers. It competes with Couture's MeasureX and FitMap solutions on sizing accuracy and fit prediction.
• Reactive Reality: Reactive Reality delivers virtual fitting room and digital avatar technology for fashion ecommerce, comparable to Couture's VisualizeX. Both companies focus on personalized digital try-on experiences for online apparel shoppers.
• Style.me: Style.me provides virtual try-on and styling solutions for apparel ecommerce, including 3D garment visualization. It competes with Couture's virtual fitting and LookBookX styling capabilities.

Broad incumbents

• Snap: Snap (Snapchat) offers AR Try-On and Bitmoji Fashion as part of its broader AR platform. While not apparel-focused, its scale, AR infrastructure, and fashion brand partnerships create indirect competitive pressure on Couture's virtual try-on capabilities.
• Shopify: Shopify provides AR product visualization features for merchants on its platform, including 3D model and AR try-on support. Although a platform rather than a try-on specialist, Shopify's built-in features compete with embedded solutions like Couture's Shopify plugin.
• Amazon (Made for You / Echo Look): Amazon has invested in personalized fit and try-on initiatives (e.g., Made for You, Echo Look), leveraging massive customer data to drive sizing accuracy. While not a direct SaaS competitor, Amazon's ability to set consumer expectations creates market-wide pressure on standalone virtual try-on vendors.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Facebookfacebook.com/couturetechnologies
• LinkedInlinkedin.com/company/couture-technologies
• Instagraminstagram.com/couturetechnologies

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds3 records

Investors2 records

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 Couture Technologies