Introduction

What Reducto does is convert documents into structured data, and it is designed to serve AI teams that need to process large volumes of PDF files, scanned documents, and spreadsheets. At its core lies the r1 model, which combines traditional OCR technology with visual language models to cross-verify recognition results through multiple channels.

This approach may not sound particularly appealing, but it is precisely where many AI applications encounter significant difficulties. In scenarios such as search enhancements, contract review, and financial report analysis, no matter how advanced the models are, if the data in the tables is parsed into incorrectly formatted text, the entire outcome will be inaccurate. Reducto focuses on achieving high accuracy and stability, especially when used at large-scale enterprises. According to the developers, it can replace the need to use multiple tools in combination to process such tasks, and its processing speed on a single page has also been optimized.

It is targeted at developers and enterprises, rather than individual users. The primary method of integration is through APIs. If you want to use it, you need to assess whether the amount of documentation you generate is sufficient to justify the associated costs; for small-scale requirements, open-source solutions are usually more cost-effective. Free trial quotas are available.


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Updated:2026-11-07
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