Every AI tool your catalogue needs.

Background removal, upscaling, generation, lifestyle shots, alt text, video, 3D, and batch routes that scale with your SKU count. Same credits, same DAM, same approval queue.

before
after
bg-removalauto-enhanceupscale 4xshadow-fix1.8s
38
Live AI tools
30+
Model options
< 3s
Typical image run
100+
Batch queue size

Chain every tool on this page into one pipeline

Single-image tools fix one asset. Batch tools fix a folder. Workflow Studio saves the sequence: AI steps, reviewer gates, metadata writes, and Shopify publish in one run you can repeat on demand.

100s

Assets per manual run

−92%

Hands-on time vs ad-hoc edits

Manual

Dashboard runs today

0

Extra servers to manage

workflow · spring-26-product-pipeline
running

Source: Drive

/spring-26/raw

Remove BG

Auto edge refine

Auto-tag

Vision · GPT-4o

Upscale 4x

Topaz · 4096px

running

Save to DAM

Sirv · /processed

Step 3 of 5 · ETA 1.4s1,847 assets processed

How a run flows

The same building blocks as the single tools, arranged in order with gates where your team needs them.

1

Add AI steps

Background removal, upscale, lifestyle, alt text, and the rest of the tool list as blocks.

2

Branch on catalog data

Route by file type, dimensions, brand, or any product field without writing code.

3

Hold for approval

Send batches to a reviewer queue before anything goes live on a storefront.

4

Publish when approved

Push to Shopify, Sirv CDN, webhooks, or update PIM fields in the same run.

Templates you can clone

Start from a working pipeline, point it at your products, then adjust steps in the visual builder.

Catalog ingest → live products

Raw photos in, store-ready products out. Background, upscale, lifestyle, alt text, then Shopify.

  1. 1Background remove
  2. 2Upscale
  3. 3Lifestyle variant
  4. 4Alt text
  5. 5Approve
  6. 6Shopify push

Vendor submission → approved asset

Validate vendor uploads, auto-fix small issues, route edge cases to a human, then publish.

  1. 1Spec validation
  2. 2Auto-fix
  3. 3Reviewer queue
  4. 4Publish to CDN + Shopify

Alt text + tag refresh

Re-run copy on products where descriptions are thin or the hero image changed.

  1. 1Select products
  2. 2Re-run alt text
  3. 3Suggest tags
  4. 4Write back to PIM

Marketplace channel pack

One approved hero, six channel-ready variants with per-marketplace specs.

  1. 1Hero approved
  2. 2Branch by channel
  3. 3Resize per spec
  4. 4Deliver per channel

Three tools teams open on day one

Fast wins while you wire up batch routes and workflows for the full catalogue.

Background Removal

Remove backgrounds from images instantly with AI. Get transparent PNG cutouts in seconds.

Image Upscale

Upscale images up to 4x with AI. Enhance resolution while preserving quality.

Marketplace Optimizer

Analyze and optimize images for marketplace compliance. Amazon, eBay, Shopify ready.

Built for catalogues, not one-off edits.

Pick a tool for a quick fix, batch the same engine across hundreds of SKUs, or save the sequence as a workflow your merchandising team can rerun.

One credit wallet

Every tool draws from the same balance. No per-app subscriptions stitched together.

Model choice built in

Pick fast defaults or premium engines per job. Compare upscale models side by side.

Batch when the catalogue grows

Queue 100+ assets, review outputs, then push to Sirv CDN or Shopify.

Workflows glue it together

Remove BG, upscale, generate alt text, and route for approval in one saved pipeline.

All 38 tools in Studio

Every card links to the live tool page. Batch routes mirror the single-image engines so you can graduate without relearning the UI.

Edit & cleanup

Cutouts, scene swaps, and object removal for catalogue-ready product shots.

Background Removal

Remove backgrounds from images instantly with AI. Get transparent PNG cutouts in seconds.

Open

Background Replace

Replace image backgrounds with AI-generated scenes. Create professional lifestyle shots instantly.

Open

Fix Lighting

Fix mixed or harsh lighting in product photos with studio-quality relighting presets.

Open

Object Removal

Remove unwanted objects from images with AI inpainting. Clean up photos in seconds.

Open

Depth Map

Generate depth maps from images for 3D effects. Free to use.

Open
Enhance & optimise

Resolution, depth, compression, and marketplace compliance without leaving Studio.

Image Upscale

Upscale images up to 4x with AI. Enhance resolution while preserving quality.

Open

Image Optimizer

Resize, compress, crop, and convert images with Sirv CDN transformations. Create fast web images and channel-ready formats.

Open

GLB Optimizer

Optimize binary GLB 3D models for web and mobile. Reduce file size with Draco compression, texture optimization, and mesh simplification.

Open

Marketplace Optimizer

Analyze and optimize images for marketplace compliance. Amazon, eBay, Shopify ready.

Open
Generate & transform

Text-to-image, restyles, video, 3D meshes, and vector output from one credit wallet.

Image Generation

Generate images from text descriptions with AI. Create unique visuals in seconds.

Open

Image to Image

Transform existing images with AI. Apply styles, edits, and enhancements.

Open

SVG Generation

Generate SVG vector graphics from text prompts with AI. Create scalable icons, illustrations, and logos instantly for web and print.

Open

Video Generation

Generate videos from images or text prompts. Create product videos and animations.

Open

Image to 3D

Convert 2D images to 3D models with AI. Create GLB/OBJ files from photos.

Open
Product & fashion

Lifestyle scenes, virtual models, composites, and localised packaging imagery.

Product Lifestyle

Place products in realistic lifestyle scenes. Perfect for e-commerce and marketing.

Open

AI Fashion Model

Virtual try-on for clothing. See how garments look on different models.

Open

Virtual Try-On Video

Generate videos of models wearing your garments using AI. Create dynamic fashion content with virtual try-on technology for e-commerce and marketing.

Open

Bundle Composer

Combine multiple product photos into one professional image. Show all angles of a product or create bundle photography for kits and gift sets.

Open

Image Translation

Translate text in images to any language using AI. Preserve fonts, colors, and layout while replacing text with translations in 50+ languages.

Open
Copy & accessibility

Alt text, product copy, captions, and document translation for SEO and compliance.

Alt Text Generation

Generate accessible alt text descriptions for images with AI.

Open

Product Description

Generate product descriptions from images. Create compelling copy instantly.

Open

Video Captions

Generate captions and subtitles for videos. Multi-language support.

Open

PDF Translation

Translate PDF documents to 45+ languages while preserving layout and images. Choose clean translated output or bilingual side-by-side mode.

Open

Document Summary

Summarize documents and PDFs with AI. Extract key points, generate concise summaries, and analyze document content automatically.

Open
Batch at scale

Run the same operation across hundreds of assets, then review before publish.

Background removal

Upload product shots and export transparent PNGs in one run.

Open

Background removal (URLs)

Import image URLs from a spreadsheet and push cutouts to Sirv CDN.

Open

Background replace

Swap scenes on a whole folder of packshots with the same prompt.

Open

Upscaling

Raise resolution on a folder of assets before marketplace upload.

Open

Upscaling (URLs)

Upscale images listed in a spreadsheet and write results back to CDN.

Open

Image generation

Run many text prompts at once for concepts, ads, and variants.

Open

Alt text

Generate accessible descriptions for every image in a folder.

Open

Product lifestyle

Place many SKUs into AI lifestyle scenes from shared scene notes.

Open

Image translation

Translate on-image copy across a folder of packaging and label shots.

Open

3D optimiser

Compress multiple GLB files for faster web viewers and AR slots.

Open

Honest pricing tiers

Costs vary by model. These bands help you budget before you run a big batch.

Process folders, not one file at a time

When SKU count jumps, batch routes run the same engines as the single-image tools. Upload a folder, paste URLs from a spreadsheet, or pull from a collection, then review before publish.

Ten batch routes in the directory below

Spreadsheet import for background removal and upscaling

Same credit wallet as Workflow Studio and single tools

Common questions

How many AI tools are in Sirv Studio?

The public tools hub ships every standalone and batch route in Studio today, from background removal through workflow orchestration. The list on this page matches the live /tools directory.

Do I need a separate app for batch processing?

No. Batch routes reuse the same engines as the single-image tools. Upload a folder or paste URLs, review results, then download or sync to your DAM.

Can I chain tools together?

Yes. Workflow Studio (orchestrator) lets you chain AI steps with review gates, metadata updates, and Shopify publish blocks. Saved workflows run on demand from the dashboard today.

Which models power the tools?

Most image and video operations run on fal.ai. Alt text, product copy, PDF translation, and some vision tasks use OpenRouter. Video captions use Whisper for transcription.

Related reading

Comparisons, docs, and feature pages depending on what you are evaluating next.

Open the free tools hub
Workflow automation
Digital asset management
Background remover comparison
AI upscaler comparison
AI tools documentation

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