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E-commerce
Marketing
Comprehensive solutions tailored to your specific needs.
From concept to launch, we follow a proven methodology.
We analyze your brand guidelines, existing assets, and creative bottlenecks. Together we define the exact style, resolution, and volume requirements for the generated images.
We choose the right base models (e.g., Stable Diffusion XL for local control, DALL-E 3 for prompt adherence). We design the pipeline for prompt engineering, batching, and image storage.
We train custom LoRA models on your specific products and brand assets to ensure the AI understands your visual identity. We also develop structured prompt templates that yield consistent results.
We build the API wrappers and integrate the generation engine into your CMS, PIM, or marketing platforms. This includes automated upscaling, background removal, and format conversion.
We implement automated moderation layers to block inappropriate content and hallucinated artifacts. We test the pipeline across thousands of edge cases to ensure consistent quality.
The system goes live, processing image requests at scale. We continuously monitor generation quality, API costs, and latency, refining prompts and models based on your feedback.
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