AI-native Print-on-Demand creationvision.solostylist.com

Think it. Customize it. Buy it.

SoloStylist helps users turn intent into AI-generated artwork, product mockups, personalized recommendations, and real Print-on-Demand products.

From prompt discovery to AI image generation, creative editing, mockups, storefront commerce, automation, and designer support, SoloStylist connects the creative commerce workflow in one platform.

Explore SoloStylist

View Our Roadmap

platform capability layers

public roadmap phases grouped into one commerce loop

founding disciplines across product, science, and engineering

AI Image GenerationPrompt MarketplaceMockup GeneratorPrint-on-Demand CommerceRecommendation SystemAutomation Workflow EngineCustom Business ApplicationsCreator Commerce AttributionDeveloper & Provider EcosystemMulti-platform Experience

Story

Why we started SoloStylist

Intent to product loop

1User intent

2Prompt

3AI artwork

4Edit

5Product design

6Mockup

7Recommendation

8Order

9Designer support

Print-on-Demand is shifting from uploading static artwork to building a personalized creative commerce system. Users should not have to start by searching traditional stores for something close to what they want.

Most AI tools and commerce platforms still feel disconnected. You generate an image in one place, edit it somewhere else, prepare product mockups manually, then move to another commerce system if you want to sell or print anything.

SoloStylist connects those pieces into one practical workflow for people who do not want AI to stop at a beautiful image. They want to create, improve, reuse, publish, print, and build business workflows around it.

Over time, SoloStylist should learn each user's taste so it can power product recommendations, design suggestions, and full-set recommendations when the user is preparing for an event.

Mission

Move commerce from "browse what exists" to "create what you want."

SoloStylist exists to make personalized product creation feel natural: start from an idea, generate the design, customize it, preview it on Print-on-Demand products, and buy it.

Turn user intent into personalized products.

Connect AI creation with Print-on-Demand commerce.

Learn taste from what users create, like, share, reuse, and buy.

Help creators and businesses automate repeatable creative commerce workflows.

Enable creator, affiliate, developer, and provider attribution when creative assets lead to orders.

Support custom business applications on top of the SoloStylist platform.

Founders

The founding team behind SoloStylist

The founding team combines product leadership, AI research, engineering, frontend, mobile, and product design to build a practical creative commerce platform.

Dat Le

Founder & CEO

Company vision
Product direction
Business strategy
SoloStylist ecosystem and roadmap

Thuy Le, PhD

Co-founder & Lead Scientist

AI research direction
Model evaluation
Scientific quality
Recommendation and intelligence systems

Viet Manh

Co-founder & CTO

Technical architecture
Backend and platform infrastructure
AI/runtime integration
Scalability and engineering execution

Tuan Duong

Co-founder & Frontend Lead

Web application experience
Frontend architecture
UI engineering
Creator and business-facing product surfaces

Long Ho

Co-founder & Mobile Lead

Mobile application experience
Mobile-first creator workflows
Cross-device product experience
Native app execution

Duyen Nguyen

Co-founder & Product Design Lead

Product design direction
User experience
Visual system
Creative and commerce workflow design

Ecosystem

One platform from idea to printed product

SoloStylist is designed as a connected ecosystem for creators, customers, businesses, POD providers, developers, and operators.

Prompt Marketplace

Discover, publish, review, reuse, and monetize prompts.

AI Studio & Creative Tools

Generate, edit, enhance, and prepare AI artwork for real products.

Collections

Organize prompts and generated images into reusable creative sets.

Taste Graph & Recommendations

Learn behavior and suggest prompts, products, designs, mockups, and event-based full sets.

Mockup & POD Provider Network

Preview AI artwork on apparel, mugs, posters, wall art, accessories, and gift items.

Storefront Commerce

Connect custom designs to catalogs, checkout, orders, and fulfillment.

Automation Workflow Engine

Automate campaigns, product drops, approvals, mockups, publishing, and business flows.

Custom Business Applications

Build app experiences for coffee shops, gifting, tourism merch, schools, clubs, creator stores, and local campaigns.

Creator Commerce Attribution

Connect prompts, shared images, collections, tools, and mockups to orders and revenue share.

Developer & Provider Ecosystem

Extend the platform with AI tools, mockup generators, automation nodes, provider integrations, and business apps.

CMS & Designer Support

Operate moderation, model management, support tickets, project chat, and designer-assisted workflows.

Technology

The core platform capabilities behind SoloStylist

SoloStylist is not defined by a list of frameworks. Its core technology is the capability layer that turns intent into designs, mockups, recommendations, storefront orders, automation workflows, and measurable creator commerce.

AI Image Generation

Generate, edit, enhance, and transform images from prompts, references, masks, sketches, and product context.

Text-to-image and image-to-image
Prompt and mask-based editing
Sketch-to-image workflows
Cleanup, restoration, and upscaling
Product-ready artwork generation

Prompt Marketplace Builder

Operate prompt marketplaces where creators can publish prompts and the platform can track performance.

Prompt publishing
Review and moderation
Collections
Reuse tracking
Creator attribution

Mockup Generator

Turn AI artwork into product-ready previews across many Print-on-Demand product types.

Product templates
Printable areas
Artwork placement
Mockup variations
Provider constraints

POD Commerce Platform

Connect designs to catalogs, provider registration, storefront publishing, checkout, orders, and fulfillment.

Provider registration
Catalog management
Storefront publishing
Cart and checkout
Fulfillment handoff

Automation Workflow Engine

Let businesses, creators, providers, and customers automate repeatable creative commerce workflows.

Visual workflow builder
Scheduled and trigger-based flows
AI and mockup steps
Approval and publishing flows
Webhook and integration steps

Recommendation System

Learn from behavior and intent to recommend products, prompts, designs, providers, and full sets.

User taste graph
Intent-based recommendations
Prompt and product recommendations
Event-based full sets
Personalized storefronts

Logging, Tracking & Attribution

Measure the lifecycle from prompt creation to generation, sharing, reuse, publishing, purchase, fulfillment, and payout.

Generation tracking
Prompt reuse tracking
Share and referral tracking
Order attribution
Commission and payout tracking

Multi-platform Experience

Support consumer, creator, business, developer, provider, and operator workflows across many surfaces.

Web app
Desktop app
Mobile app
Storefront
CMS and portals

Custom Applications & Extensibility

Support custom business needs and allow developers to extend the platform.

Custom applications
AI tool extensions
Mockup generator extensions
Workflow nodes
Order-attributed developer revenue

Roadmap

Where SoloStylist is going

The public roadmap stays high-level: direction and ambition without exposing detailed execution plans, provider specifics, internal experiments, or feature-level commitments too early.

Creative OS

Prompt discovery, AI generation, editing tools, collections, and creator workflows across web, desktop, and mobile.

Print-on-Demand Commerce Loop

Product design, mockups, storefront publishing, checkout, orders, and multi-provider fulfillment.

Automation Workflow Engine

Repeatable workflows for seasonal campaigns, product drops, approvals, and publishing flows.

Custom Business Applications

Business-specific applications for campaigns, gifting, tourism merchandise, school or club merch, creator stores, and local brands.

Creator Commerce Attribution

Attribution across prompts, images, collections, tools, shared assets, and product orders.

Personalized Recommendation & Event Commerce

Taste graph and full-set recommendations for birthdays, campaigns, company events, travel, gifts, and seasonal moments.

Developer & Provider Ecosystem

Extensions for AI tools, mockup generators, workflow nodes, provider integrations, and business applications.

Long-term Creative Commerce Network

An AI-native commerce network powered by intent, multimodal generation, recommendations, POD commerce, workflow automation, attribution, extensions, and human design expertise.

Principles

Principles that guide the product

Start from intent, not inventory.

Begin with what the user imagines, needs, or is preparing for, not only with products that already exist.

Every generated asset should have a next step.

An image should become editable, reusable, publishable, printable, sellable, shareable, or ready for designer support.

Recommendations become more personal over time.

The more a user creates, edits, likes, shares, reuses, and buys, the better SoloStylist should understand taste.

Multi-model and multi-provider by design.

Support many AI models, production partners, and fulfillment providers instead of depending on a single path.

Value should be attributed.

If a prompt, image, workflow, AI tool, mockup generator, or shared asset contributes to an order, attribution should be possible.

Human designers remain premium.

AI creates speed and scale, while human designers bring taste, direction, and polish for higher-value work.

Contact

Build what your customers imagine.

SoloStylist connects user intent, AI generation, mockups, personalized recommendations, Print-on-Demand commerce, automation, and designer support into one platform for personalized products.

Explore SoloStylist Contact us

contact@solostylist.com