Platform Architecture

A unified suite of ecommerce modules engineered to generate product photography, run marketing campaigns, automate support, and guide growth intelligence.

Visual & Text Assets

Commerce Studio

Upload flat lay photos of shirts, dresses, or bags. Our AI models render them on human digital models of diverse demographics and places them inside premium photo studio environments.

AI Clothes Model Generator

Drape your clothes onto virtual models. Control gender, age, pose, and background settings natively.

Studio Background Replacer

Isolate your product and render it onto premium wood, sand, studio lights, or cafe scenes.

Automated Descriptive Copy

Write high-converting bullet points and marketplace metadata matching your product style.

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Image Generation Pipeline

raw_clothing_photo.jpg

Rendered On Digital Models:

Model A (Outdoor)
Model B (Studio)
Model C (Cafe)
Acquisition & Channels

Marketing Hub

Launch, distribute, and manage your dynamic ad creatives and newsletter flows. Automatically sync generated model photos directly to Meta catalogs, Google, and TikTok accounts.

Cross-Channel Ads Schedulers

Write dynamic copy, configure budgets, and publish product ads to Meta and Google Merchants.

Smart Newsletters

Automate segmented email broadcasts presenting recent generated lifestyle designs to high-LTV buyers.

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Marketing Feeds
Ad Creative CTR ROAS
AI Model Vest 3.8% 5.4x
Flat Lay Vest 1.4% 1.8x
Retention & Care

Customer Hub

Retain customers through personalized customer experiences. Centralize conversations, support inquiries, and return workflows under a unified dashboard.

Logistics Chatbots

Resolves 85% of shipping status and returns questions instantly by connecting directly to DHL or FedEx APIs.

Personalized Recommendation Drips

Trigger automated emails with custom recommendations containing items similar to previous purchases.

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Retention Flow
Trigger: Cart Abandoned > 15 Mins
Action: Send dynamic WhatsApp with model-shoot visual of abandoned vest.
Analytics & Margins

Analytics & Insights

Centralize sales, advertising costs, and inventory values in a single live dashboard. Understand your absolute net profitability and item-level margins instantly.

First-Party Attribution

Track sales back to exact marketing campaigns with server-side API conversions.

Margin Auditor

Deducts shipping, ad spend, and gateway fees to display true profitability.

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Attribution Overview
Organic
Ads
Growth & Forecasts

Growth Intelligence

AI algorithms audit your catalog conversions and inventory levels continuously to predict future peaks, scale budgets, and alert you of stockout risks.

Demand Forecasting

Calculates seasonal turnover metrics to suggest replenishment orders ahead of stockouts.

Opportunity Triggers

Flags items displaying high CTR or low CPA, advising immediate budget scaling.

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Growth Warning

"Teal Denim Vest" conversions are 2.5x above average. Recommending Meta ad budget increase of 25% for this creative.

Scale Your Commerce Brand Natively

Deploy our AI product photography and unified commerce system to automate workflows and accelerate revenue growth.