transcosmos and AI inside release AI-OCR solutions for irregular format document processing

Tokyo, Japan, July 31, 2025: transcosmos inc. and AI inside Inc. (Headquarters: Tokyo, Japan; President & CEO: Taku Toguchi; AI inside) hereby announce that the two companies will deliver solutions that help improve the efficiency of irregular form data processing with the combined power of transcosmos’s Digital BPO🄬—a solution that combines transcosmos’s latest technologies and operational expertise—and cutting-edge AI technologies by AI inside.

Digital transformation (DX) in back-office operations continues to accelerate in recent years. Yet, automating and streamlining document processing operations has been a big barrier in achieving DX as the content and format of documents varies so greatly, making it impossible to standardize the process. To help overcome this challenge, transcosmos and AI inside will deliver two solutions that help clients process a wide range of irregular forms efficiently by integrating transcosmos’s expertise in business process operations with AI inside’s cutting-edge AI technologies.

1. A solution designed to train AI by each form with transcosmos’s proprietary annotation tool

Using “AnyData” offered by AI inside, the solution trains AI by each form to enable AI to process a variety of forms, including regular, irregular, handwritten, as well as complex layout design documents. transcosmos’s annotation tool will continuously increase the accuracy of training data.

2. A generative AI-OCR solution to convert all image in a form into text data, and extract necessary data item

“PolySphere,” an SML (Small Language Model) specifically designed for processing Japanese documents, accurately extracts and converts necessary image data on a document into text data. By automating complex document processing operations that used to be managed by humans, PolySphere dramatically boosts operational accuracy and efficiency. To enhance output quality, the solution also utilizes transcosmos’s data adjustment tool to optimize data accuracy.

Choosing the right solution from the two solutions based on the content and complexity of each form, the two companies will help clients drive the digitization of irregular documents. In addition, the companies will also review and streamline current processes to optimize the entire business process. Moreover, “AI inside Cube,” a series of edge computers that enables on-premise AI operation without accessing external servers, ensures a highly secure environment for companies to use AI to process data securely and effectively even in business areas that involve sensitive information.

transcosmosIrregular forms refer to documents that come in a range of different forms, including handwritten text, tabular forms, as well as in multiple pages, such as handwritten receipts, contract documents, medical records, purchase orders, and progress reports. The two solutions enable clients across wide industries, including medical, financial, manufacturing, retail and public sector to apply AI in their business processes.

With the aim of helping clients achieve business transformation, transcosmos and AI inside will continue to deepen collaboration and develop new services powered by respective expertise.