Services

Product Management

User Research

Business Analysis

Design

Mobile Development

Backend Development

Quality Assurance

Industry

AI

Retail

Platform

Web App

Location

USA

Team size

3 people

Dyvo for Business is an in-house product created by Uptech as the next step after Dyvo.ai. While the first version focused on AI avatars, this one was built for brands that need strong product visuals without expensive photo production.

Product photos matter in e-commerce, but creating them often takes time, budget, and coordination. Brands need clean cutouts, fresh backgrounds, different formats, and new visuals for ads, marketplaces, and social media. For many teams, that becomes a constant bottleneck.

We saw a chance to solve that with AI. Dyvo for Business helps companies turn simple product shots into polished, brand-ready images. Users can remove backgrounds, generate new scenes, resize photos for different channels, and create new variations in minutes.

Using our product mindset and hands-on AI experience, we built a tool designed around real e-commerce needs.

Technologies
used

AI / Generative Models

Stable Diffusion
ControlNet
DreamBooth

Frontend

React
Next.js

Infrastructure & Cloud

AWS

Backend

Python
FastAPI
Replicate

Database

PostgreSQL

Challenges and Solutions

Turn Everyday Product Photos into Usable Inputs

Most sellers do not have studio images ready to upload. They use phone photos with uneven lighting, busy backgrounds, low resolution, or poor framing. Without clean inputs, generated results quickly lose quality and become hard to use in real stores.

Solution

We tested multiple background-removal tools and model options before building a custom approach tuned for product images. This gave users cleaner cutouts, better starting materials, and more reliable results without raising production costs.

Keep Product Details Accurate in AI Images

For e-commerce brands, small details matter. If logos shift, colors change, or shapes look different, trust drops fast. Many image models create attractive scenes but struggle to preserve the product exactly as it should appear.

Solution

We combined several generations and post-processing methods to keep products visually accurate while still creating new scenes. This helped brands get creative images without sacrificing recognizable packaging, colors, or core product details.

Handle Multi-Product Shots Without Chaos

Many businesses wanted bundle photos, gift sets, or collections in one image. That adds complexity because objects can overlap, compete for space, or break the composition if placed incorrectly.

Solution

We developed a workflow that processed products separately and then combined them into one final image. This made multi-item compositions cleaner, more balanced, and much more useful for promotional campaigns.

Give Users Creative Control Without Complexity

Some customers wanted more freedom over backgrounds, styles, and final look. But exposing every technical setting would make the tool confusing for non-designers and slow down everyday use.

Solution

We opened selected controls that users could understand and kept the technical parameters behind the scenes. This created a simpler experience while still giving brands room to shape visuals around their style.

Main features

One-Click Background Removal

Users can upload a product photo, and the tool removes the background in seconds. It gives brands a clean image they can use for store listings, ads, or further edits without manual cutout work.

Ready-to-Use Backgrounds

Users can choose from a library of prepared backgrounds made for product visuals. It is a quick way to create polished images without booking a shoot or building scenes from scratch.

Custom Scene Creation

Brands can describe the look they want and generate new backgrounds around the product. This makes it easier to create seasonal campaigns, lifestyle visuals, or platform-specific creatives on demand.

Resize and Upscale Tools

Images can be adjusted for Amazon, Shopify, Etsy, Instagram, and other channels. Users can also upscale files up to 4K when they need sharper visuals for paid ads or large formats.

Built-In Editing Options

Users can add more products, text, or extra visual elements inside the tool. This helps teams prepare campaign-ready creatives faster without switching between several design apps. 

Results

Faster content creation
New images could be created in minutes.
More marketing flexibility
Visuals were easier to adapt to different channels.
Consistent product presentation
Images stayed aligned across platforms.
Studio-quality visuals at a lower cost
Reduced the need for expensive photo production.
Built around real business needs
The product evolved from user requests.

Made with ❤️🛍️ at Uptech

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