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Your AI-native agency for custom visual workflows

Go beyond self-serve tools and API integrations. Claid’s forward-deployed creatives create custom pipelines for catalog imagery, brand-led content, and high-spec workflows for enterprise visual production.
AI-native agency for custom visual workflows

Trusted by teams that need more than off-the-shelf tools

80%

lower production costs

Across customers

3x

faster image processing

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

65%

conversion increase

across clients

25%

improve in productivity

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

What custom workflows can do

Flatlay/mannuquien-to-model

Flatlay/mannuquien-to-model

Turn flatlays, ghost mannequin shots, or basic product images into polished on-model visuals that look consistent across the catalog.

Image intelligence

Image intelligence

Scan a catalog, identify the right asset types, route images into the correct workflow, and output ready-to-use files.

Food image cleanup

Food image cleanup

Turn mixed seller uploads, phone shots, menu photos, and supplier images into consistent marketplace visuals.

Model-to-flatlay conversion

Model-to-flatlay conversion

Turn on-model images into clean flatlay outputs for merchandising, listings, or production workflows.

Custom product videos

Custom product videos

Generate repeatable short-form video outputs with specific motion behavior, camera movement, and category logic.

Real estate enhancement

Real estate enhancement

Prepare property photos for portals, broker websites, and internal databases. Brighten dark rooms, improve clarity, correct poor framing, and expand cropped interiors.

Garment color change

Garment color change

Generate full colorway sets from a single approved garment image while preserving fabric texture, construction details, lighting, and overall fit.

Spec-driven outputs

Spec-driven outputs

Generate exact deliverables per SKU, for example: 3 images per product / fixed poses / approved background colors / defined crops and dimensions.

Car image standardization

Car image standardization

Process messy input images, remove distracting backgrounds, improve clarity, and place the part on a clean neutral background with subtle realistic shadows.

Scaling fashion photo generation with Claid AI

Claid streamlined our fashion photo workflow, cutting turnaround time by roughly 3x.

  • 3x faster generation of on-model photos
  • Automated face swap for model diversity
Kasta · Fashion marketplace — scaling fashion photo generation with Claid AI

KASTA · FASHION MARKETPLACE

From brief to production-ready outputs

1

Define the workflow

Share your catalog, specs, and goals. We map the workflow around the production problem.

2

Build the pipeline

Our forward-deployed creatives configure the logic, transformations, and output requirements for your project.

3

Run and refine

We operate the workflow, review outputs, and improve performance over time as your needs change.

Partnership that matches your operations

Forward-deployed creatives

A dedicated creative team builds and runs pipelines around your visual identity and specifications.

Custom contracts and SLAs

Get the commercial and operational setup enterprise teams expect.

Ongoing optimization

As your catalog, campaigns, or requirements evolve, the pipeline evolves with them.

Dedicated support

Work directly with the Claid team to set up and refine a custom image pipeline for your workflow.

Early access to new features

Try new Claid features sooner and use them to improve your workflow before they become widely available.

Safe data handling

Keep your workflows safe with GDPR and CCPA compliance, encryption at rest and in transit.

Built for high-value visual workflows

For fashion brands and premium retailers

Create production-ready visuals that match your brand identity, campaign style, and merchandising rules, without rebuilding the process for every collection.

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For platforms and marketplaces

Standardize visuals across many sellers, categories, or partners with workflows that identify, sort, transform, and output assets according to platform requirements.

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For automotive, hardware, and industrial catalogs

Handle inconsistent supplier images with custom pipelines that identify part types, clean up raw inputs, remove backgrounds, and produce catalog-ready outputs.

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Integrate with existing tools

Claid AI fits into the workflow your team already has, so you can run custom visual production without rebuilding operations around a new system. Connect to cloud storage, automation tools, catalog infrastructure, and other internal tools.

Integrate with Slack, Dropbox, Shopify, Google Drive, Amazon S3

Need a visual workflow that fits your needs like a glove?

Claid builds custom visual pipelines for enterprise teams that need more than self-serve tools or a standard API integration.

What types of custom pipelines can you integrate?
Custom pipelines can be integrated into a wide range of image and video workflows. That can include catalog standardization, flatlay or mannequin-to-model generation, supplier image cleanup, marketplace formatting, and other visual production tasks. Claid AI can fit these pipelines into shared storage setups, automated handoff flows, internal tools, and catalog or publishing infrastructure, so the workflow matches your operations.
What kinds of companies is this for?
It’s a strong fit for fashion brands, premium retailers, DTC companies, marketplaces, and platforms with recurring visual production needs.
Is this only for high-volume enterprise teams?
No. It also fits lower-volume teams where each image has high creative or commercial value.
Do we need an internal dev team?
No. For custom pipeline engagements, Claid can build and operate the workflow without your team.
Can you handle workflows that aren’t in the product yet?
Yes. Custom pipelines are meant to cover workflows that go beyond what’s currently available in the standard product or API.
Can Claid handle both image and video outputs?
Yes. Custom pipelines can include image and video workflows when the use case requires it.
How do we get started?
Book a call to discuss your workflow, specs, current bottlenecks, and the outputs you need.