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Build automated image workflows with Claid API

Chain Claid’s AI image-processing features into production-ready workflows for ecommerce, marketplaces, and visual platforms. Remove backgrounds, enhance images, resize outputs, standardize listings, and export ready-to-use assets through one API layer.
Build automated image workflows with Claid API

Trusted by marketplaces and brands processing millions of product images

80%

lower production costs

across clients

3x

faster image processing

Kasta, fashion marketplace, 8M customers, 3M SKUs

65%

conversion increase

across clients

25%

improvement in productivity

Rappi, delivery platform, 35M+ users, 9 countries

Image processing features you can call

Use Claid’s API as your modular image-processing layer. Start with one operation or combine multiple calls into a larger production workflow.

Background removal

Background removal

Remove product backgrounds automatically and prepare clean cutouts for marketplaces, product pages, and downstream generation.

Background removal API
Image upscaling

Image upscaling

Improve image quality with AI-powered upscaling, sharper details, better clarity, and higher-resolution outputs for product pages, ads, and marketplace listings.

Upscaler API
Resize and crop

Resize and crop

Generate the exact dimensions, aspect ratios, and crops required for product pages, ads, marketplaces, or internal systems.

Resize API
Product scene generation

Product scene generation

Place products into clean studio scenes, branded backgrounds, lifestyle settings, or category-specific visual templates.

Product scenes API
Fashion photo generation

Fashion photo generation

Turn flatlays, ghost mannequin shots, or product photos into realistic on-model fashion images with consistent poses, models, styling, and backgrounds.

AI fashion API
Image-to-video

Image-to-video

Turn product images and generated fashion photos into short videos for product pages, ads, social media, and richer marketplace visuals.

Image-to-video API

Chain, batch, and run image jobs asynchronously

Claid workflows are designed for teams that need image automation beyond one-off edits. You can connect multiple API operations, process large image sets, and handle long-running jobs with webhook callbacks.

Chain operations

Pass the output of one API call into the next step. For example, remove a background first, then enhance the result, then resize it for a specific marketplace format.

Example chain: remove-background → enhance → resize → export

Batch image jobs

Submit multiple images in one request to process seller uploads, catalog refreshes, or product image backlogs at scale.

Example use case: Process 5,000 SKU images with the same background, enhancement, and export settings.

Async processing

Use asynchronous jobs for larger workloads. Submit the request, continue your application flow, and receive the result through a webhook callback when the job is complete.

Example use case: Run high-volume onboarding workflows without blocking your frontend or internal tools.

Need a workflow beyond standard features?

Some image pipelines need more than standard API building blocks. If your workflow requires custom models, dedicated infrastructure, strict brand rules, complex input logic, or a done-for-you integration, Claid can help design and deploy a custom solution around your production needs.

How Mixam reduced quality complaints by 78%

Mixam, a global online printing platform, integrated Claid API into its prepress workflow to automatically fix low-resolution artwork and missing bleed.

78%fewer quality-related complaints
50K+images processed monthly
300 DPIprint-ready outputs

API chain: Customer upload → Resolution check → Upscaling → AI outpainting for bleed → Print-ready file

Mixam · Global online printing platform — automating image enhancement at scale

MIXAM · GLOBAL ONLINE PRINTING PLATFORM

Image pipelines you can build

Use Claid’s API building blocks to automate repeatable image work across marketplaces, ecommerce catalogs, onboarding flows, and creative operations.

Marketplace listing workflow

Turn inconsistent seller uploads into clean, standardized listing images.

Seller upload → Background removal → Enhancement → Resize → Marketplace export

Output: A clean product image with a neutral background, consistent margins, correct aspect ratio, and marketplace-ready file format.

Marketplace listing workflow — seller upload to marketplace export

Catalog refresh workflow

Update older catalog images without reshooting the entire product line.

Existing catalog images → Color correction → Upscale → Crop standardization → Export

Output: Sharper, cleaner catalog visuals with more consistent lighting, improved resolution, and standardized dimensions across SKUs.

Catalog refresh workflow — refreshed product visuals

High-volume onboarding workflow

Process large image batches from sellers, partners, or internal teams without manual review for every asset.

Bulk upload → Async batch job → Image checks → Processing chain → Webhook callback

Output: A processed batch of listing-ready images delivered automatically to your system when the job is complete.

High-volume onboarding workflow — batch image processing

Built for production image workloads

Claid API is designed for teams that need predictable image processing across repeatable workflows. Use synchronous calls for simpler edits, batch requests for larger sets, and async jobs with webhooks for high-volume processing.

4 RPS / 120 RPM

Default API rate limits for standard usage.

Batch-ready

Submit multiple images for repeatable catalog and marketplace workflows.

Async jobs

Run larger image-processing tasks without blocking your application.

Custom limits

Enterprise teams can request dedicated throughput and infrastructure support.

Start building automated image workflows

Connect Claid API to your product, catalog, marketplace, or internal tools and start processing images at scale.

What image-processing operations can I automate with Claid AI APIs?
You can automate common ecommerce image tasks such as background removal, image upscaling, photo enhancement, resizing, cropping, fashion photo generation, background generation, and image-to-video. These operations can be used on their own or combined into larger workflows.
Can I chain several API operations together?
Yes. Claid workflows are built for chaining. For example, you can remove a background, upscale the result, resize it for a marketplace, and export the final image in the required format. This is useful when you need repeatable image processing rather than one-off edits.
Can I process images in bulk?
Yes. Claid API supports high-volume image processing for catalogs, seller uploads, marketplace listings, and product image backlogs. You can use batch workflows to process many images without manually uploading or editing each file.
What’s the difference between using one API feature and building a workflow?
A single API feature solves one task, such as upscaling an image or removing a background. A workflow combines several tasks into a repeatable process. For example, a marketplace workflow might clean a seller image, improve quality, resize it, and prepare it for publishing.
How does Claid API fit into an existing product or catalog system?
Claid API can connect to your CMS, PIM, marketplace platform, internal tools, or upload flow. Your system sends images to Claid, Claid processes them according to your workflow, and the final outputs are returned to your system or delivered through callbacks.
Do I need a developer to use Claid workflows?
For API workflows, your team will need developer support to integrate Claid into your existing systems. If you need a visual workflow but don’t want to build the integration yourself, Claid can also help with custom solutions.
What if my workflow needs more than standard API features?
If your workflow requires custom models, strict brand rules, advanced image intelligence, dedicated infrastructure, or a done-for-you integration, Claid can build a custom solution.
Are Claid AI APIs only for ecommerce?
No, but Claid is strongest for marketplace and ecommerce image workflows. If your team processes large volumes of commercial images and needs consistent outputs, Claid API can likely fit into your production flow. Other common use cases include printing, real estate, food delivery, and automotive.
How do I get started?
Start with the API docs to explore available operations and build a simple workflow. If your team needs higher volume, custom rules, or a managed setup, talk to us about a custom solution.