Verifiable OCR for complex documents
A post published on October 22, 2025 presents olmOCR 2, a model for converting PDFs and scans into text, including tables, equations, and handwriting, using synthetic data and unit tests as verifiable rewards.
Source: olmOCR 2 usa recompensas verificáveis para OCR de documentos (x.com). Text prepared with AI from this source.
What happened and what to do
A post published on October 22, 2025 presents olmOCR 2 as a model that converts PDFs and scans into clean text, with support for tables, equations, and handwriting. According to the post, it uses synthetic data and unit tests as verifiable rewards to guide processing.
A company evaluating OCR for complex documents could implement a workflow to classify files, process pages, and validate results with tests suited to its documents, such as checks on table and equation extraction. Metrics and alerts can help track errors and route uncertain cases for human review.
How the consultancy can help
Wendelmaques can assess the document workflow and extraction risks, define an OCR implementation with suitable validation, and plan its operation and monitoring on the company's infrastructure.
Next step
Send a short description of the documents and process you want to improve to receive a scoped proposal.
Let's assess your project
I reply with scope and a proposal.