Blog
Guides, tutorials, and real-world workflows for composable document and image processing.
Document Generation vs Puppeteer PDF: Browser Engine or Content API?
Puppeteer spins up Chromium to render HTML to PDF. Iteration Layer builds documents from structured blocks — no browser, no infrastructure.
Convert Manuscript Images to KDP, EPUB, and Print-Ready Specs
Resize and convert images to publishing format requirements. KDP, EPUB, and print-ready in one pipeline.
Issue Branded Certificates at Scale — No Design Tool Required
Generate personalized certificates with custom fonts, logos, and recipient data. One API call per certificate.
Parse Property Appraisals into Structured Data for Your Real Estate Platform
Extract property details, valuations, comparable sales, and conditions from appraisal documents automatically.
Build an Automated Visual Report Pipeline: Parse, Transform, Render
Parse data from documents, process images, and render visual reports — three APIs, one pipeline, no servers.
Prepare Property Photos for MLS in Seconds, Not Hours
Resize and optimize property photos to MLS standards automatically. One API call per image, no manual editing.
"Just Listed" to "Just Sold" — Automate Real Estate Marketing Graphics
Generate branded property listing graphics with photos, price, status badges, and agent branding. One API call per listing.
Turn Messy Supplier Catalogs into Clean Product Data — Automatically
Parse supplier PDFs and spreadsheets into structured product records. SKU, price, dimensions, descriptions.
Document Generation vs Carbone: Template Files or Structured Content?
Carbone merges JSON into DOCX templates. Iteration Layer builds documents from a structured content model — no template files to manage.
Meet Amazon, Shopify, and Etsy Image Requirements — Automatically
Resize, convert, and optimize product images to marketplace specs in one API call. No manual editing.
Auto-Generate Product Listing Images with Price Badges and Branding
Generate branded product listing images with price overlays, sale badges, and consistent framing. One API call per image.
Extract Parties, Dates, and Clauses from Legal Contracts — Automatically
Parse legal contracts into structured data. Extract parties, effective dates, termination clauses, and obligations.