Available free initially
The current rollout is access-first rather than AI monetization-first. Merchants can use these workflows during the initial phase without a separate public AI add-on price.
Merchant AI · Initial rollout access
Create faster with AI.
Stay in control of what goes live.
HosaFlow AI helps merchants move from blank screen to strong first draft. From fashion showcase generation and VTO-supported clothing workflows to bulk drafts, product details, and local-post copy, the system speeds up creation while the merchant still reviews the final output.
Guided creationVTO-supported fashion flowBulk draftingReview-first publishing
AI principles
Review-first outputs
Save time, not replace the merchant
Category-aware workflows
Usage-governed rollout
See the magic in action
Real examples straight from our production systems. See how HosaFlow transforms raw inputs into ready-to-publish assets.
Virtual Try-On
From flat lay to model-worn
Skip the expensive photo shoots. Upload a flat lay of your garment, and our AI will generate stunning, model-worn catalog images in seconds. Works for all kinds of dress types from traditional to modern! (Kids VTO coming soon).
AI Generated Output:
Smart Size Suggestions
Full Catalog View
Original
AI Generated
Creates a Complete Catalog instantly with 3 Different Angles
Front
Side
Back
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Phone Snap
AI Studio
Image Enhancement
Smartphone snap to studio asset
Instantly remove messy backgrounds, adjust lighting, and generate beautiful, seamless minimalist backdrops for your products.
AI Suggested Title:
Vinca Rose Gold Tone Geometric Drop Earrings
Auto-Descriptions
Never stare at a blank box again
Our AI analyzes your product image and instantly writes compelling, SEO-friendly titles and descriptions that sell.
Generated Metadata
Traditional Idli Breakfast Combo
Enjoy a nutritious and traditional South Indian breakfast at home. Our idli combo features perfectly fermented, soft steamed cakes paired with aromatic sambar...
#idli#south indian breakfast#vegetarian meal
Scanning Image...
Grounded Enrichment
Just type a name, we'll do the rest
No more copying and pasting specs from manufacturer websites. Type what you're selling, and our AI automatically fetches and formats product specifications, features, and included items for thousands of known electronics and products with verifiable accuracy.
Instant Specs
In-the-box Details
Merchant Input
"Samsung Galaxy S24 Ultra"
AI Enriched Details
- Snapdragon 8 Gen 3 for Galaxy Processor
- 6.8-inch Dynamic AMOLED 2X Display (120Hz)
- 200MP Main Camera with AI Zoom
- Titanium Frame with Corning Gorilla Armor
In the box:
Galaxy S24 Ultra, S Pen, Data Cable (Type-C), Ejection Pin
Bulk Drafts
Turn lists into products instantly
Turn messy menu photos or supplier-style text lists into multiple structured product drafts in one run, instead of manually entering rows one by one.
Parses Menus
Supplier Lists
Input Text
- Iced Latte $4
- Matcha Tea $5
- Croissant $3.50
AI Extracted Drafts
Real Merchant ROI
What these AI tools actually save you in the real world.
Save Hours
Minutes to generate a full catalog with metadata instead of days of repetitive manual typing.
Zero Studio Costs
No need for expensive professional photography equipment or studio rentals for high-quality shots.
Higher Conversion
Professional studio backdrops and detailed descriptions drive significantly more clicks than messy phone snaps.
Rollout posture
Still usage-governed
AI access is still governed by feature availability, category fit, and usage controls. Free initially does not mean unbounded or unreviewed.
Ready to stop typing and start selling?
Join the merchants already using HosaFlow AI to generate stunning catalogs, write perfect descriptions, and launch products in minutes instead of hours.