AI Image Generation Tools
Custom image and asset generation, built into your product.
We build AI image and asset generation tools: text to image, product mockups, avatars, and brand-consistent visuals, wired into your app with the right models, prompts, and controls.
What you get
- Text to image and image to image
- Brand and style controls
- Batch and API generation
- Moderation and usage limits
Everything is asynchronous
An image takes anywhere from a few seconds to a minute. That single fact shapes the whole product: requests go into a queue, users need progress and the freedom to navigate away, results arrive by polling or a push, and failures need automatic retries without charging twice.
Products that treat generation like a normal request break the moment more than a handful of people use them at once. We build the queue first, because retrofitting one means rewriting the front end too.
Cost control, or how these products lose money
Every generation has a hard cost, so an unlimited free tier is an open invoice. Credits, rate limits per user, caching of identical prompts, and a ceiling on resolution and batch size are the levers, and they need to exist before launch rather than after a surprise bill.
We instrument cost per user and per feature from day one, so you can see which part of the product is unprofitable while there is still time to change it.
Moderation and rights
If users can type anything, some will type something that must not be generated. You need input filtering, output checking, a block list, and a record of who generated what. If images are public, you need a reporting route and a way to remove content quickly.
Rights need a clear answer before launch: who owns the output, what the model provider's terms allow commercially, and what you promise users. Write it into your terms in plain language, because it is the question serious customers ask first.
Making outputs consistent
Most business use cases need images that look like a set, not a lucky draw. That comes from controlling the prompt rather than exposing it: presets, fixed style fragments appended behind the scenes, seeds, and reference images.
Giving users a raw prompt box is the fastest way to make a tool that produces impressive demos and unusable output.
AI Image Generation Tools: common questions
It depends on the provider's terms and what you put in yours. Most commercial APIs assign output rights to the user, but the specifics vary and change. We confirm the current terms for your chosen provider during scoping and make sure your terms match.
Other things we do.
Have a workflow worth automating?
Book a 30 minute call. We will map where AI voice, automation, or a new app can save your team real hours, and what it takes to ship it.