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Perfume bottle labeled

Digital Media Services \ Chicago, IL

Custom AI Models

In Carlstadt, NJ, discover how AI can generate precise, on-brand product visuals with no reliance on props, studios, or lengthy pre-production. Our models, trained solely on your product, deliver exceptional accuracy and consistent branding across every digital channel.

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How it works

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Step 1: Input
We collect your product samples, reference images, and brand guidelines to train an AI model tailored to your product’s unique features.
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Step 2: Training
Our designers train your AI model to exclusively reflect YOUR branding, color schemes, packaging, and key product features with precision.
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Step 3: Output
Enjoy high-quality visuals for use in e-commerce, social media, and moodboards, which are then perfected by our expert retouchers.
Prompt: "Perfume bottle with oranges in the background"
Generic AI Model Custom AI Model

Your Product, Your AI Model—No Generic Replacements

Unlike generic AI generators that often produce random or off-brand visuals, our AI models are trained to capture your product’s exact dimensions, shape, and packaging details. Whether it’s a uniquely designed perfume bottle or a signature liquor label, every AI-generated image mirrors your product perfectly—reinforcing brand integrity and earning customer trust.

A glass perfume bottle with a silver cap, partially filled with clear liquid, sits on a light surface against a plain background, casting a shadow.
Original Bottle

Expert Retouching: The Human Touch That Sets Us Apart

At our Carlstadt studio, we know AI-generated images sometimes require a finishing touch. Our expert retouchers meticulously polish each image—eliminating AI artifacts and ensuring adherence to your brand's quality standards. Though concept visuals such as mood boards work well on their own, our post-production service delivers flawless, market-ready images for e-commerce and social media. Our artists have collaborated with marketers and creatives across various industries, including:

Square glass perfume bottle labeled "Desire" with a blue rose design. The background is split diagonally into teal and orange halves.
Input Images Output Images

Input Images

Output Images

Turn your 2D images into a powerful AI model

Train Once, Create Forever.

In Carlstadt, our AI model offers training flexibility by using any images—professional studio shots, smartphone photos, or a combination of the two. For example, we built our model using a mix of DSLR and smartphone images, demonstrating that high-end photography isn’t a must. Once trained, enter a prompt to create endless, high-quality visuals featuring your product. Slide to see the transformation!

Transform the Way You Create Content

A blue and white shopping cart icon with a red checkmark inside, perfect for businesses specializing in small format printing.
E-Commerce
Populate product pages with high-quality, AI-generated visuals tailored to your brand.
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Social Media
Keep content fresh and engaging with an endless stream of unique, on-brand imagery.
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Campaign Ideation
Test different creative directions before committing to a full-scale photoshoot.
Icon depicting a landscape within a rectangular frame, featuring a mountain with a sun or moon in the top left corner, rendered in blue and orange. Ideal for small format printing or even detailed 3D scanning applications.
Mood Boards & Pre-Visualizations
Quickly generate conceptual images to explore styling and composition.
A 3D cube with a speech bubble containing a red heart above it, outlined in blue, exemplifies the intricate possibilities of 3D printing.
Virtual Product Testing & Merchandising
Visualize packaging, retail displays, and promotional materials before production to refine aesthetics and reduce costly revisions.
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Time & Cost Savings
Eliminate the need for expensive props, studio setups, and on-location photoshoots.

Resources

The Science of the Perfect Pour: How Beverage Brands Create Iconic Visuals
Food & Beverage The Science of the Perfect Pour: How Beverage Brands Create Iconic Visuals

Beverage advertising has always relied on powerful visuals. A perfectly captured pour, sparkling carbonation, and condensation on chilled glass — these details instantly communicate refreshment and flavor.

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From Campaign to Content Engine: Designing Assets That Scale Across Channels
Media From Campaign to Content Engine: Designing Assets That Scale Across Channels

Marketing teams are under constant pressure to produce more content, faster, across more platforms than ever before. Campaigns don’t live in one place—they stretch across social, e-commerce, paid media, out-of-home, email, and physical environments.

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Sustainability in Content Creation: Why “Digital First” Is the New Green Standard
CGI, Sustainability Sustainability in Content Creation: Why “Digital First” Is the New Green Standard

Sustainability has become a priority across industries—but in content creation, it’s often misunderstood.For many brands, “going green” has meant changing materials, adjusting packaging, or offsetting emissions after the fact. While those efforts matter, they often overlook one of the most impactful levers available to marketing teams: how content is created in the first place.

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Four colorful bottles labeled "BLUEDGE" are arranged in a row against a gradient background. The bottles are pink, blue, purple, and orange.

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