Articles and updates on receipt and invoice extraction, data processing and automation.
Rossum publishes one number: Starter begins at $18,000 a year on a one-year minimum. The other three tiers are quote-only. Here is what that works out to per document at real volumes, and why comparing it to a per-page OCR API is close to meaningless.
Read articleDeepSeek OCR has no official API and no official price. The weights are MIT-licensed and free; the GPU is not. Here is the arithmetic, the break-even against Gemini and Azure, and the idle-time trap that makes self-hosting cost 400x the going rate at low volume.
Read articleGemini reads a page for about a fifth of what Azure charges. Azure tells you which fields it got wrong. That single difference decides which one belongs in your pipeline, and it is not the one the price list points at.
Read articleGoogle sells two products that read text, and picking the cheap one for a document job is the most expensive mistake in the catalog. Cloud Vision returns characters. Document AI returns fields. Here is the difference, the verified per-1,000-page cost of each, and how to tell which one your project needs.
Read articleThe ACORD 125 is the commercial insurance application; the ACORD 126 is the general liability section that goes with it. Here is how the two fit together in a submission.
Read articleThe ACORD 25 is the standard certificate of liability insurance. Here is what every box on it means, who asks for it, and how to get the data off it without retyping.
Read articleReduce manual ACORD form data entry by running your applications and certificates through AI extraction that reads the fields and pushes them into your agency management system. Here is how the software works, what accuracy to expect, and how to roll it out.
Read articleIntelligent document processing costs about $0.01 to $0.30 per page, or a few hundred to several thousand dollars a month, depending on the pricing model. Here is the full 2026 breakdown by vendor type, plus the hidden costs the per-page number hides.
Read articleAzure Document Intelligence pricing verified against Microsoft's official price feed: $1.50 per 1,000 pages for Read OCR, $10 prebuilt and Layout, $30 custom extraction, plus the commitment tiers that cut Read to $0.45 and are not on the pricing page.
Read articleEnterprise document OCR is software that reads text and layout from business documents at scale, for many users, with the accuracy and volume a company needs. Here is what it means, how the Google Enterprise Document OCR processor fits in, what it costs, and how to pick a tool.
Read articleFrom the same family of tools
