What ZMO.ai does

ZMO.ai is a Sacramento, U.S.-based AI company founded in 2020 that builds generative AI and computer vision products for the fashion industry. Its core offerings comprise an AI Virtual Model Solutions platform that synthesizes realistic fashion models for product display, a Virtual Try-On Platform that maps garments onto model images for fit visualization and catalog use, and AI Fashion Design Software that supports quick virtual clothing design. The product surface is purpose-built for fashion workflows — imagery generation, virtual try-on, and design — replacing or accelerating steps that historically required physical samples, models, and on-location photography.

The company sells into enterprise fashion brands through a direct, field-led go-to-market motion and prices on a subscription or usage basis, though public pricing is not disclosed. Its primary customer segment is fashion brands seeking to lower catalog display costs and shorten production cycles; secondary use cases sit inside fashion e-commerce for virtual try-on (with cited outcomes such as a 15% return-rate reduction in third-party examples). A planned flagship partnership with Chinese fast-fashion leader Shein is intended to extend the product surface from catalog imagery into AI-assisted design and production processes. The company also operates a consumer-grade AI Clothes Changer targeted at social media creators, positioned as a top-of-funnel awareness vehicle.

ZMO.ai has raised $8 million in Series A funding in May 2022. The lead investor is reported as Hillhouse Investment in one source and Gao Ling Capital in another; GGV Capital, GSR Ventures, and Qingxiang Venture Capital participated. The company remains private, operates with 11-50 employees, and is led by co-founder and CMO Roger Minzhe Yin. No subsequent funding rounds, revenue figures, or post-2022 operating metrics are disclosed in the available data.

Name

ZMO.ai

Website

https://zmo.ai

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

ZMO.ai is a Sacramento-based AI company founded in 2020 that builds generative AI virtual model and virtual try-on products for enterprise fashion brands, replacing traditional photo shoots with AI-generated catalog imagery.

Ownership category

akta.pro rank

Product category

AI Fashion Technology

NAICS

Doll, Toy, and Game Manufacturing (33993)

akta.pro primary industry

XR/AR/VR/MR Development Frameworks & Toolchains (MPAFAFAF)

akta.pro secondary industry

Immersive/Interactive Animation (AR/VR/Real-Time) (MPAHACAN)

Keywords

• AI fashion models
• Virtual try-on
• Generative AI imaging
• AI fashion design
• Fashion ecommerce tools

Headquarters

HQ city

Sacramento

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. AI Virtual Model Solutions: ZMO.ai generates revenue by providing AI-generated virtual model solutions to fashion brands on a subscription or usage basis, enabling cost-effective fashion product display without traditional photoshoots.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels2 records

Core offering

ZMO.ai provides AI-generated virtual model imagery and virtual try-on technology for fashion brands, enabling apparel retailers to produce on-model product visuals without traditional photoshoots. Its offerings include AI Virtual Model Solutions, a Virtual Try-On Platform, AI Fashion Design Software, and an AI Clothes Changer for digital apparel swapping.

Product overview

ZMO.ai is an AI company focused on the fashion/textile industry, offering a suite of AI-powered virtual model and fashion visualization solutions. The core offering consists of AI-generated virtual model solutions for product display, virtual try-on platforms for fit visualization, and AI-based fashion design software. These products enable fashion brands to reduce costs and accelerate production cycles by replacing traditional physical photo shoots with AI-generated imagery.

Differentiator

Problem solved

Functional benefit

Products and services

• AI Virtual Model Solutions AI-generated virtual fashion model imagery used by apparel brands to produce on-model product visuals without traditional photoshoots, targeted at fashion e-commerce teams.
• Virtual Try-On Platform AI-powered virtual try-on platform that lets apparel brands and shoppers visualize garments on models digitally, used by fashion brands for product visualization and e-commerce imagery.
• AI Fashion Design Software AI-assisted fashion design software that helps fashion brands and designers explore and generate apparel design concepts using generative AI.
• AI Clothes Changer AI-based clothes changer that digitally swaps garments on models, enabling fashion brands to produce alternative outfit visuals without reshooting.

Quantifiable outcome

• Fashion e-commerce platforms using virtual try-on report reduced return rates (e.g., Zara achieved 15% return reduction)

Named customers1 record

Segments2 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature2 records

Partnerships

One partnership is on record.

• SheinflagshipStrategic or Co-development Partner · 1 May 2022ZMO.ai planned to establish a partnership with Chinese fast fashion brand Shein to develop AI-based design and production processes for fashion brands. Shein is known for its AI-driven inventory management and rapid fashion model.

Scale indicators1 record

Recent moves6 records

Expansion highlights4 records

Direct peers

• Vue.ai: Vue.ai provides an AI platform for fashion retailers covering product tagging, personalized styling, and virtual model / try-on imagery. It directly competes with ZMO.ai's fashion-focused AI image and merchandising automation, serving similar mid-to-large fashion brand customers.
• Lalaland.ai: Lalaland.ai generates AI fashion models that allow brands to create on-model imagery without physical photoshoots. It is the closest direct competitor to ZMO.ai's AI Virtual Model Solutions, with overlapping product functionality and the same enterprise fashion customer base.
• Botika: Botika offers AI-generated fashion model photography for apparel e-commerce, enabling brands to swap models and create lifestyle imagery. It targets the same use case as ZMO.ai's virtual try-on / virtual model products for online fashion retailers.
• CALA: CALA is a fashion supply chain and product development platform that has integrated AI design and 3D rendering tools for fashion brands. It overlaps with ZMO.ai's AI Fashion Design Software, particularly around digital sampling and virtual product creation.
• CLO3D: CLO3D provides 3D garment simulation and digital design software used by apparel brands for virtual sampling and rendering. It is comparable to ZMO.ai's virtual try-on and design capabilities, with an overlapping enterprise fashion brand customer base.
• Style3D: Style3D offers a 3D fashion design and virtual try-on platform for apparel brands, including AI-assisted garment simulation. It competes with ZMO.ai in the digital fashion / virtual try-on space, serving major global fashion enterprises.

Emerging players

• Resleeve: Resleeve uses generative AI to create fashion designs and product imagery from text prompts, targeting independent designers and small brands. It is comparable to ZMO.ai as a fashion-focused generative AI tool but skews toward smaller, design-led customers rather than enterprise.
• VueModel (by Caleres): VueModel is an AI on-model imagery platform used by fashion retailers to generate product photos without traditional shoots. It directly overlaps with ZMO.ai's AI Virtual Model Solutions, though it is currently narrower in scope and primarily used by North American footwear and apparel retailers.
• YesPlz: YesPlz provides AI-powered fashion discovery, recommendation, and virtual try-on tools for e-commerce retailers. It overlaps with ZMO.ai on virtual try-on for fashion e-commerce but is differentiated by a stronger focus on product discovery and personalization.

Broad incumbents

• Adobe (Firefly / Substance): Adobe's Firefly generative AI and Substance 3D tools are increasingly used for fashion imagery and virtual prototyping. While broader than ZMO.ai's niche offering, Adobe competes for the same fashion brand creative budgets and could expand into dedicated virtual model workflows.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/zmo-ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds1 record

Investors3 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 ZMO.ai