Iteration Layer
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Features

Ingest

Turn files, pages, and images into workflow-ready data.

Document Extraction Schema-based structured extraction with confidence scores. Document to Markdown Convert PDFs, images, and documents into clean Markdown. Website Extraction Extract structured data from public websites.

Generate

Create images, documents, and sheets from approved data.

Image Transformation Transform, clean up, and adapt images through an API. Image Generation Generate images from prompts and workflow context. Document Generation Create PDFs and documents from workflow data. Sheet Generation Generate spreadsheets and structured exports.

Build

Connect the APIs to developer and automation workflows.

SDKs Use official TypeScript, Python, and Go SDKs. n8n Wire Iteration Layer into visual automation flows. MCP Expose workflow tools to AI agents through MCP. Skills Install ready-made skills for agent tools.
Use Cases

Built For

Agencies

Ship repeatable client workflows with one EU-ready processing surface.

Automation Builders

Connect document, image, and generated-output steps in practical automations.

n8n Agencies

Build n8n workflows with fewer custom HTTP nodes and vendor handoffs.

AI Agents MCP Users Developers Operations Teams SaaS Companies AI Agencies

Recipes

All Recipes Browse implementation patterns for common workflows. Finance Recipes Invoices, approvals, spreadsheets, and reporting. Legal Recipes Contracts, review packets, and audit-heavy workflows. Extraction Recipes Structured extraction examples across document types.
Docs
Getting Started Create an account, generate an API key, and make your first request. Extract Invoice Data Start from the most common structured document extraction recipe. Preprocess Documents for LLMs Convert documents to clean Markdown before classification or routing. Convert Website to Markdown for RAG Extract clean title, summary, markdown sections, and source metadata from a public documentation page for RAG ingestion. Remove Product Backgrounds Use the product-photo recipe most storefront workflows need first. Smart Crop Product Image AI-powered subject-aware crop that centers on the product regardless of its position in the frame. Generate OG Image Generate a branded Open Graph image with a generative wave background, logo, and tagline. Generate PDF Invoice Generate a professional PDF invoice with company branding, line items, and totals. TypeScript SDK Install the official npm package for Node.js and TypeScript. Python SDK Install the official PyPI package for Python workflows. Go SDK Use the official Go client from GitHub. n8n Guide Connect the verified n8n node to production automation workflows. n8n Node Install the official Iteration Layer community node from npm. MCP Server Expose Iteration Layer tools to AI agents and coding assistants. Agent Skills Install ready-made skills for Claude Code and agent workflows.
Overview APIs Workflows SDKs Agent Tools Agent Frameworks Chat UIs API Reference Billing Trust & Compliance
Resources

Blog

EU AI Sovereignty Belongs in the Workflow Layer

Sovereign AI is not only a model question. EU agencies need controlled document workflows from intake to generated output.

Discover & Learn

Partner Program Build compliant client workflows with Iteration Layer. Changelog Follow product updates and new workflow capabilities. Security Review public security posture and controls. About Learn who is building Iteration Layer.

Benchmarks & Datasets

OCR Benchmark Review OCR evaluation results now. Dataset explorer support can slot in here next.
Pricing
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Marketing

Pick a workflow, make it yours, and ship it. Stop rebuilding the same document and image pipelines.

All Document Extraction Document to Markdown Website Extraction Image Transformation Image Generation Document Generation Sheet Generation Finance & Accounting Legal E-Commerce Marketing Logistics & Shipping SaaS Human Resources Real Estate

Document Extraction

Extract KPI Data

Extract campaign or business KPIs from report documents — metrics, values, periods, and targets.

Browse 1 Document Extraction recipes

Website Extraction

Extract News Article Metadata from Website

Extract headline, author, publication date, summary, category, and named entities from a public news article.

Extract Pricing Table from Website

Extract plan names, prices, billing periods, and feature lists from a public pricing page.

Browse 2 Website Extraction recipes

Image Transformation

Compress Image for Email

Resize, sharpen, and compress an image to fit email platform size limits in a single pipeline.

Compress Image to Target File Size

Compress an image to fit within a specific file size in bytes using quality-first compression.

Resize Image for Social Media

Resize and crop a single image into platform-specific dimensions for social media.

Smart Crop Group Photo

Use AI detection to smart-crop individual portraits from a group photo.

Upscale Low-Resolution Image

Upscale a low-resolution image using AI super-resolution for print or high-DPI display.

Browse 5 Image Transformation recipes

Image Generation

Generate Email Banner

Generate a personalized email banner image with text, logo, and brand colors.

Generate Event Ticket

Generate an event ticket image with QR code, event name, date, venue, and seat information.

Generate OG Image

Generate a branded Open Graph image with a generative wave background, logo, and tagline.

Generate Product Promo Card

Generate a product promotional card with a product photo, sale badge, and pricing text.

Generate Product Slide

Generate a branded product slide image with headline, feature pills, and a call-to-action — all arranged with layout layers.

Generate Social Card

Generate an Open Graph social sharing card with dynamic title, description, and branding.

Generate Social Media Book Promo

Generate a vertical story image for TikTok or Instagram book promotion with cover art, hook text, and author branding.

Generate YouTube Thumbnail

Generate a YouTube thumbnail with bold title text, gradient background, and a static image cutout.

Watermark an Image

Apply a text watermark to a photo using layer-based image composition for brand protection and copyright.

Browse 9 Image Generation recipes

Document Generation

Generate Slide Deck

Build a PowerPoint slide deck with title slide, content slides, and call-to-action page.

Browse 1 Document Generation recipes

Chain APIs into one workflow

Generate Product Promo Banner

Optimize a product photo and compose it into a promotional banner with sale text and pricing.

Resize, Watermark, and Convert Image

Resize an image, add a branded text watermark, and convert to WebP in a two-step pipeline.