AI that puts fashion
enterprises in front row.
Three AI engines working together: fashion discovery, customer service intelligence and market analytics. Helping your brand know the customer better, serve them faster and sell smarter.
The fashion customer's
journey has changed.
Consumer behaviour has fundamentally shifted. Customers decide what to buy, and from whom, long before entering a store. Brands that capture this digital intent and serve it intelligently will define the next era of fashion retail.
One suite. Three engines.
Complete intelligence.
Each engine works independently, but together they form a closed loop: the assistant generates data, the service engine learns from every interaction, and the intelligence layer turns it all into competitive advantage.
AI Fashion Assistant
A conversational AI shopping engine that lets customers discover, try on and purchase fashion through a single personalised interface. The front door that generates the data powering the entire suite.
- Conversational outfit curation
- Real-time virtual try-on
- Visual search from any image
- Personalised recommendations
AI Customer Service
AI trained on real operator-customer conversations to replicate and scale the best of your human service. Your brand’s tone of voice, product knowledge and service standards, available 24/7, in every language.
- Trained on real conversations
- Brand tone-of-voice calibration
- Auto-generated knowledge base
- Multilingual, always-on support
Data & Market Intelligence
Real-time analysis of sales patterns, customer behaviour and market signals. From buyer decisions to customer profiling, every interaction becomes actionable intelligence for your business.
- Sales & behaviour analytics
- Buyer decision support
- Customer profiling & segmentation
- Trend forecasting & brand affinity mapping
A complete AI layer
for your fashion business.
AI Fashion Assistant
Your customers interact with a conversational AI that understands body type, style preferences, budget and occasion. It curates personalised outfit selections, lets users visualise garments on their own avatar with real-time virtual try-on, and enables visual search from any photo. The result: higher conversion, fewer returns, and a shopping experience that feels like a personal stylist at scale.
- +Conversational AI shopping engine
- +Real-time virtual try-on on user’s avatar
- +Visual search: snap a photo, find the garment
- +Body-type, budget and occasion personalisation
- +200+ brand catalogue, unified checkout
- +Data engine for the entire Avenor suite
AI Customer Service
We train AI models on the real conversations between your operators and customers. The system absorbs your brand’s tone of voice, product expertise and service protocols, then uses this knowledge to handle inquiries autonomously, with the nuance and warmth of your best human agents. The result: consistent, brand-aligned responses at any hour, in any language, while your team focuses on high-value interactions.
- +Trained on real operator-customer conversations
- +Brand tone-of-voice and personality calibration
- +Automatic knowledge base generation from chat history
- +Context-aware responses with full purchase history
- +Multilingual support, always on
- +Escalation to human agents when needed
Data & Market Intelligence
Every search, every try-on, every purchase and every customer service conversation feeds the Avenor Fashion Graph: a real-time intelligence layer that maps style trends, brand affinities, size patterns and purchasing behaviours. Your buyers know exactly what to stock, your marketing team knows which segments to target, and your leadership has a live pulse on how the market is moving.
- +Sales pattern and customer behaviour analytics
- +Buyer decision support: what to buy, how much, when
- +Customer profiling and micro-segmentation
- +Fashion Graph: trend, affinity and intent mapping
- +Real-time dashboard or periodic market reports
- +GDPR-compliant, privacy-first architecture
A $2.3 trillion market.
No dominant AI player.
Competitive matrix
No existing player combines AI fashion discovery, virtual try-on, AI customer service and data intelligence into a single enterprise suite. Avenor is the only full-stack solution.
We studied the market.
Here's what we found.
The fashion AI space is fragmented. Most players focus on a single capability (search, VTO, or data enrichment) but none offer a complete enterprise suite combining discovery, customer service and market intelligence. This is Avenor's whitespace.
Constructor
Enterprise SearchGeneral-purpose e-commerce search and product discovery. Serves large retailers (Sephora, Backcountry) with AI-powered site search, browse and recommendations.
- +Proven enterprise search infrastructure
- +Strong revenue ($30M+ ARR)
- +Large engineering team
- −No fashion specialisation
- −No virtual try-on
- −No customer service AI
- −No data intelligence layer
YesPlz AI
Fashion AI SearchFashion-specific AI search with visual style filters and natural language discovery. Strong Korea presence via NAVER Shopping integration.
- +Deep fashion domain expertise
- +Korea market via NAVER partnership
- +Visual style navigation UX
- −No real virtual try-on (only mannequin filter)
- −Very small team (8 people)
- −~$1.2M ARR, limited scale
- −No customer service or analytics offering
DRESSX
Digital Fashion & VTOThe most advanced virtual try-on technology in the market. Pioneered digital fashion and launched an AI shopping agent in September 2025.
- +Industry-leading VTO technology
- +AI Shopping Agent (Sep 2025)
- +B2B offering (DRESSX for Business)
- +Zepeto partnership (metaverse)
- −Digital fashion niche, not mainstream retail
- −No aggregated discovery across brands
- −No customer service AI
- −No enterprise data analytics
ViSenze
Visual AI CommerceVisual AI search platform serving major fashion retailers including Zalora, Myntra, Meesho and Rakuten. The strongest existing player in Asian markets.
- +HQ in Singapore, strong Asia footprint
- +Proven visual search technology
- +Major fashion retailer clients
- +Established B2B enterprise model
- −No virtual try-on capability
- −No conversational AI assistant
- −Backend product matching, not consumer-facing
- −No customer service or analytics suite
Daydream
Consumer Fashion DiscoveryWell-funded B2C fashion discovery app with an affiliate monetisation model (~20% commission). Consumer-only, no B2B offering.
- +$50M seed from Khosla Ventures
- +Strong consumer UX
- +AI-powered outfit curation
- −No B2B product or offering
- −No virtual try-on (on roadmap)
- −Affiliate-only model, limited enterprise value
- −No service or intelligence layer
Lily AI
Backend Product AttributionBackend product data enrichment and attribution platform. Not consumer-facing. Currently experiencing significant downsizing (117 to ~34 employees).
- +Deep product taxonomy knowledge
- +Fashion attribute tagging IP
- −Not a discovery platform, backend only
- −No VTO, no search, no consumer UX
- −Major layoffs signal business instability
- −No customer service AI capability
Avenor's unique position
The only platform combining AI fashion discovery, real-time virtual try-on, AI customer service and market intelligence into a single enterprise suite. No competitor covers more than two of these pillars.
Fashion expertise.
Technology precision.
Where fashion meets intelligence
Ready to shape
the future of
fashion retail?
We are at an early and decisive stage. The ideal moment for a strategic partnership that positions both Avenor and our partners at the forefront of AI-powered fashion commerce.
Talk to our team