WhatsApp AI Agent

Drape AI

A WhatsApp-first AI design assistant that lets users create custom outfit designs — from a simple sketch or reference image to production-ready garment specs.

What It Does

Users send a reference image, sketch, or description on WhatsApp. The agent guides them through a conversational design journey — asking about fabric, silhouette, occasion, and style preferences — then generates multiple AI-powered outfit variants ready for production.

Core Capabilities

AI Design Generation

Generates multiple outfit variants from user inputs — reference images, sketches, or text descriptions

Guided Design Journey

Conversational Q&A flow that captures fabric, silhouette, occasion, and style preferences step by step

Structured Garment Specs

Outputs production-ready garment specifications with schema-driven product objects

Print Library

Built-in catalog of print patterns and fabric textures for design customization

Multi-Variant Output

Generates multiple design options per session so users can pick, refine, and iterate

WhatsApp Native

Entire experience lives inside WhatsApp — no app downloads, no sign-ups, just chat and design

Tech Stack

FastAPIGeminiWhatsApp Cloud APIPythonAzure

How It Works

01

User sends inspiration

Upload a reference image, sketch, or describe the outfit you have in mind — all via WhatsApp

02

Guided design brief

The agent asks targeted questions — occasion, fabric preference, silhouette, color palette — to build a complete design spec

03

AI generates designs

Multiple outfit variants are generated based on the design brief, using generative AI trained on fashion data

04

Refine and iterate

Pick your favorite variant, request modifications, or explore different directions until you love it

05

Production-ready output

Final design comes with structured garment specifications ready for manufacturing