ceven

Claid.ai

Automates high volume product image optimization, removes backgrounds, and generates professional studio scenes for e commerce catalogs without manual editing.

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Why use Ceven?

  1. AI native Claid.ai integration

    • Describe the outcome and Ceven picks the right Claid.ai calls, fills the parameters, and checks the result.
    • Structured, agent friendly tool schemas so each call runs reliably instead of by guesswork.
    • Rich coverage for reading, writing, and querying your Claid.ai data, across all 14 of its actions.

  2. Managed auth

    • Built in OAuth with automatic token refresh and rotation.
    • One place to manage, scope, and revoke Claid.ai access.
    • Per user and per environment credentials instead of shared keys.

  3. Agent optimized design

    • Actions are tuned from real success and error rates so reliability climbs over time.
    • Full execution logs so you always know what ran in Claid.ai, when, and on whose behalf.
    • The agent pauses and asks when Claid.ai is unclear instead of plowing ahead.

  4. Enterprise grade security

    • Fine grained access so you control which agents and people can reach Claid.ai.
    • Least privilege by default, read scopes first and only the writes a workflow needs.
    • A full audit trail of every Claid.ai action to support review and sign off.

Supported tools

Every action Ceven's agents can run on Claid.ai, and when to use it.

AI Photoshoot
Use this when you have a product image and want a professional photoshoot background generated to create a lifestyle scene.
Generate AI Backgrounds
Use this when you want controllable scene options to generate a new background for a specific product image.
Remove Background
Use this when you need to isolate subjects in one step by removing the existing background from an image.
Get Storage Details
Pull details of a connected storage resource using a storage ID to inspect configuration before running edits.
Connect New Storage
Use this to add a new AWS S3, GCS bucket, or public web folder for your image assets after providing credentials.
Generative Resize
Use this to adjust image aspect ratios via generative outpainting after specifying the required new dimensions.
AI Edit Async
Submit an asynchronous AI based image editing task for text driven edits and poll for completion later.
Image Edit Batch
Use this to apply the same edits to an entire cloud storage folder or a list of public URLs in one go.
Generate Images from Text
Use this when you need custom visuals created entirely from text prompts without a starting image.
License Plate Blur
Use this to obfuscate vehicle plates in images to meet privacy requirements and legal standards.
Update Connected Storage
Use this to change the name, type, or parameters of an existing storage resource after confirming it exists.
Polish Image
Use this to sharpen and clean up an upscaled image by removing AI artifacts in one step.
Smart Frame
Use this to resize and add free space around the subject to ensure consistent framing for products.
List Connected Storages
Pull a list of all connected storage resources currently associated with your account.
List Storage Types
Retrieve a list of supported storage connectors available before you upload files.
CLAID Background Remove
Tool to remove the background from images. Use when you need to isolate subjects in one step.
Generative Resize Image
Tool to adjust image aspect ratios via generative outpainting. Use after specifying required new dimensions for outpainting.
Image AI Edit Async
Tool to submit an asynchronous AI based image editing task. Use when you need text driven edits on existing images and will poll for completion.
CLAID Image Edit Batch
Tool to process multiple images in batch. Use when you need to apply the same edits to an entire cloud storage folder or list of public URLs.
CLAID License Plate Blur
Tool to blur license plates in images to meet privacy requirements. Use when you need to obfuscate vehicle plates for privacy.
CLAID Smart Frame
Tool to smart frame images: resize and add free space around the subject. Use when you need consistent framing for products.

21 actions · scroll to see them all

Frequently asked questions

Ceven utilizes the batch processing endpoint to handle high volume requests efficiently. Instead of sending images one by one, the agent bundles multiple public URLs or points Claid.ai to a specific cloud storage folder. This reduces the number of API calls and ensures that the processing happens on the Claid.ai infrastructure. Once the batch is submitted, Ceven monitors the status of the job and notifies you or triggers the next step in your workflow once the entire set is processed. This is ideal for seasonal catalog updates where thousands of images need the same background removal or resizing treatment.
Yes. You can use the Connect New Storage action to link your AWS S3 bucket directly to Claid.ai. You will need to provide the bucket name, region, and the necessary access keys. Once connected, Ceven can instruct Claid.ai to pull raw images directly from your bucket and save the edited versions back to a specified folder. This eliminates the need to download and reupload files manually, creating a seamless pipeline from raw upload to production ready asset. You can manage these connections using the List Connected Storages tool to verify the active links.
The AI Photoshoot tool is designed for full scene transformation. It analyzes the product and generates a complete professional environment that looks like a studio session. Generate AI Backgrounds provides more granular control, allowing you to specify exactly what the background should look like while keeping the product isolated. Use the photoshoot tool when you want the AI to handle the creative direction, and use the background generator when you have a specific brand guideline or scene description that must be followed strictly for every product in a specific category.
Yes, for complex text driven edits that take longer to process, Ceven uses the AI Edit Async tool. This sends the request to Claid.ai and receives a task ID immediately. The agent then enters a polling state, checking the status of the task at regular intervals. Once Claid.ai marks the task as complete, the agent retrieves the final image URL and proceeds with the rest of your workflow. This prevents the connection from timing out during heavy generative tasks and ensures that your workflow remains stable even when processing high resolution files.
The License Plate Blur tool uses a specialized computer vision model to detect the exact coordinates of vehicle registration plates within an image. Once detected, it applies a blur filter to that specific region. Ceven can automate this for every image uploaded to a specific folder, ensuring that no vehicle plate is ever visible on your public website. This is critical for automotive marketplaces or insurance companies that must comply with strict data privacy laws regarding personally identifiable information visible in user uploaded photographs.
Claid.ai enforces rate limits based on your subscription tier, and exceeding these limits will result in a 429 error. One specific quirk is that batch processing jobs count toward your concurrent task limit rather than just a per request limit. If you trigger too many large batch jobs simultaneously via Ceven, Claid.ai may queue subsequent requests or reject them until existing jobs finish. To avoid this, we recommend staggering your batch triggers or using the asynchronous tools for the heaviest tasks, which allows the agent to manage the flow of requests more gracefully.
Yes, that is exactly what the Polish Image tool is for. Generative AI and upscaling can sometimes introduce small artifacts, weird textures, or slight blurring around the edges. The polish tool runs a restoration pass that sharpens the image and cleans up these AI artifacts. In a typical Ceven workflow, we recommend placing the Polish action immediately after a generative resize or upscale. This ensures that the final asset looks natural and professional before it is pushed to your live store or marketing channel.
Ceven uses the Smart Frame tool to solve this. Instead of a simple crop, Smart Frame analyzes the subject of the image and automatically adjusts the boundaries to ensure there is a consistent amount of free space around the product. This prevents the common issue where some products look zoomed in while others look too far away. By adding this step to your workflow, every image in your catalog will have a uniform look, which significantly improves the professional appearance of product grid pages on any e commerce platform.

Alternatives to Claid.ai

Other tools that solve a similar problem. Ceven supports these too, so you can switch or run more than one at once.

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