Blog

Guides, tutorials, and real-world workflows for composable document and image processing.

Under the Hood: How Our Parser Plans Multi-Field Extractions Intelligently

The parser builds a dependency graph, groups fields by effort, and paginates arrays. A look at the extraction planning system.

8 min read Document Extraction

Chain Document Extraction, Image Processing, and Generation in a Single Claude Code Session

Use MCP to chain Iteration Layer APIs inside Claude Code or Cursor — extract data from documents, process images, and generate new outputs in one conversation.

8 min read

Smart Crop: Let the API Find Faces, Products, and Key Objects Before Cropping

AI-powered cropping that detects subjects before cutting. Never accidentally crop out the important part of an image again.

7 min read Image Transformation

Use Your Brand Fonts in Programmatically Generated Images

Upload TTF, OTF, WOFF, or WOFF2 fonts and use them in generated images. Brand consistency at scale.

6 min read Image Generation

Trust, but Verify: How Confidence Scores Make AI Extraction Production-Ready

Every extracted field comes with a confidence score. Use them to build human-in-the-loop review flows.

7 min read Document Extraction

Generate PDFs and Word Documents Inside Claude Code and Cursor with MCP

Use MCP to generate PDFs, DOCX, EPUB, and PPTX documents directly from Claude Code or Cursor. No templates, no code, no pipeline.

8 min read Document Generation

Generate Thumbnails for Millions of Uploads — Without Managing Servers

Generate consistent thumbnails from user uploads with one API call. No Sharp, no ImageMagick, no server to maintain.

6 min read Image Transformation

Personalized Email Banners at Scale — No More Generic Headers

Generate unique email banner images per recipient with dynamic text and images. One API call per banner.

6 min read Image Generation

Calculated Fields: Let the Parser Do the Math on Your Invoices

Define formulas that compute values from other extracted fields. Subtotal + tax = total, calculated automatically.

8 min read Document Extraction

Resize and Crop Images via API — The Only Guide You Need

Resize with 5 fit strategies, crop to exact dimensions, and smart crop with AI. One API, no infrastructure.

7 min read Image Transformation

Turn Data into Shareable Visual Reports with an Image Generation API

Generate visual report cards and data summaries as images. Share via email, Slack, or embed in dashboards.

6 min read Image Generation

Extract IBANs, Currencies, and Addresses from Financial Documents — Validated, Not Just Strings

Purpose-built field types for financial documents. IBAN validation, structured addresses, currency amounts with codes.

8 min read Document Extraction
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