Stop Losing Customers toSizing and Returns.
Sage is the first AI Agent purpose-built for fashion e-commerce. From instant visual discovery to automated return processing, turn friction into loyalty.
The Fashion E-commerce Bottlenecks
High Return Rate
Processing returns costs time and money. Customers often buy multiple sizes to find the right fit.
Size Confusion
Varying size charts across brands leave shoppers guessing and abandoning their carts.
Style Discovery
Text-based search fails when a customer only has a photo of a dress they saw on Instagram.
Repeat Purchase Drop-off
Failing to remember a customer’s previous sizing and style preferences leads to churn.
Slow Visual Support
Support teams take hours to manually identify a defective item from an uploaded photo.
How Sage Solves Each
Direct feature-to-problem mapping tailored for apparel constraints.
Sage remembers your customer’s exact measurements and past purchases, automatically recommending the perfect fit for every new brand they browse.
Shoppers upload inspiration photos. Sage instantly scans your entire catalog and recommends the closest matching garments in stock.
Sage handles the entire return process conversationally, generating shipping labels, analyzing defect photos, and instantly offering store credit to retain revenue.
Turn Inspiration into Inventory.
Shoppers don't know the exact name of the product they want. Let them upload photos from Instagram or Pinterest, and Sage instantly analyzes the visual to find the closest matching style in your catalog.
- Deep image analysis
- Color & pattern matching
- Instant catalog filtering
Do you have any shoes similar to this aesthetic?
AirFlow Runner Pro
$109.99
Never ask for their size twice.
Returns caused by sizing issues drop dramatically when your AI remembers every customer. Sage cross-references their historical size data with the specific brand and garment dimensions they are viewing.
I remember you wear a Medium and prefer a slim fit. NorthFace jackets tend to run true to size, but the "Apex" model has that tailored cut you like. Want to see some options in Medium?
Frictionless resolution.
Handle refunds, store credit generation, and shipping label creation instantly inside the chat. Sage validates return policies and manages the reverse logistics APIs without human intervention.
Done! I've initiated the exchange. Here is your confirmation.
Order: EX-94821
Status: Exchange Processing
ETA: Check email for label
The Seamless Shopper Journey
See how Sage drives a customer from discovery to a personalized repeat purchase.
Upload Photo
Shopper snaps a pic of a local boutique display
Inventory Match
Sage instantly parses the photo to find visually identical items in your store
Add to Cart
Shopper adds it to cart directly from the chat interface
Size Cached
Sage securely stores their size preferences for their next visit
Ready to upgrade from chatbots to AI Agents?
Reach out to us directly or drop your email in the waitlist — our team will get in touch with you.
Write to us at
contact@advent-ai.in