Image Generation & Visual Search
Generative image pipelines and visual search that let customers search, match and create with pictures instead of words.
What we deliver
We build image generation and visual search systems that turn pictures into a first-class way to find, match and create. Upload a photo to surface visually similar products, generate on-brand visuals from a short prompt, and auto-tag entire catalogues so search actually understands what is in each image. Everything is trained on your products and style, then deployed into your storefront, app or internal tools.
- ✓Text-to-image generation tuned to your brand: fine-tuned diffusion models that produce on-style product shots, banners and social creative from a short prompt
- ✓Visual (reverse-image) search: upload or snap a photo and retrieve the closest matches from your catalogue using embedding similarity and a vector index
- ✓Custom dataset training and fine-tuning so the models understand your specific products, taxonomy and visual style rather than generic stock
- ✓Automated image tagging and metadata enrichment: attributes, labels and captions generated at scale to power filtering and keyword search
- ✓Visually similar product recommendations embedded in product and search pages to lift engagement and conversion
- ✓Bulk creative automation: programmatically generate resized banners, localized variants and product visuals across formats
- ✓Content moderation and brand-safety checks on generated and user-uploaded imagery before it goes live
- ✓Deployment as APIs, plug-ins or embedded widgets that fit your existing storefront, app and search stack
Search that understands pictures
Shoppers and staff find the right item by image when words fall short, cutting zero-result searches and getting people to the product faster.
On-brand visuals at a fraction of the cost
Generate catalogue shots, banners and social creative in minutes instead of commissioning shoots, with output tuned to your brand guidelines.
Higher engagement and conversion
Visual similarity recommendations and richer, auto-tagged search keep users exploring relevant products and lift add-to-cart and conversion rates.
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Explore →Common questions
Will the generated images and search results actually match our brand and catalogue?
Yes. We fine-tune the models on your own products, imagery and taxonomy, so generated visuals follow your style guidelines and visual search ranks against your real catalogue rather than a generic stock dataset.
How does this fit into our existing website or app?
We deliver the capability as APIs, plug-ins or embeddable widgets that drop into your current storefront, mobile app or internal tools. There is no need to rebuild your platform, and we can run inference in your cloud or ours.
Do we need machine-learning expertise in-house to run it?
No. We handle the model training, deployment and monitoring, and hand over simple endpoints and dashboards. Your team uses image generation, tagging and visual search without touching the underlying models.
Let's build AI that fits your business
Talk to an engineer who has shipped this, not a salesperson. Free 30-minute consultation.