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The solution automatically recognizes awkward link breaks, retains text styles and images, and enables meaning-preserving extraction rather than pre-OCR word-level results. By maintaining document structure, it strengthens analysis, verification cycles, and enables more accurate surveys for integrated reports and ESG-related natural-language evaluation.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":30,"@type":76,"position":81},"https://docshare.wps.com/document/technology/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/automating-pdf-data-extractions-improving-speed-and-accuracy/346670/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/automating-pdf-data-extractions-improving-speed-and-accuracy/346670.png","ImageObject",300,407,{"name":92,"@type":93},"Anda","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-26","2026-09-22",true,{"@type":102,"interactionType":103,"userInteractionCount":44},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What problem does MTEC aim to solve with automated PDF data extraction?","Question",{"text":112,"@type":113},"MTEC focuses on extracting text from financial-data PDFs more quickly and accurately while preserving sentence structure, which supports meaningful analysis instead of word-only counting.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How does Adobe PDF Extract API help maintain sentence structure?",{"text":117,"@type":113},"It recognizes awkward link breaks and uses extraction that preserves text styles and images, helping keep the sentence structure and document meaning intact.",{"name":119,"@type":110,"acceptedAnswer":120},"What results did MTEC achieve after adopting the API?",{"text":121,"@type":113},"The extraction quality improved, enabling highly accurate sentences, maintaining document structure for better analysis, and accelerating the analysis and verification cycle for integrated reports.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},346670,1790651497,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":29,"category_name":30,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":44,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":19,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":143,"read_time":52},962075006959,"https://ap-avatar.wpscdn.com/avatar/e0002397efbe92a78e?_k=1776741047341049297","Automating PDF data extractions.  \nMTEC uses Adobe PDF Extract API to improve speed and accuracy of automatic text extraction from financial data PDF files.  \nEstablished  \n1988  \nEmployees: 45 Marunouchi, Chiyoda-ku, Tokyo  \n[www.mtec-institute.co.jp/en/](www.mtec-institute.co.jp/en/)  \nSpeeds up analysis and verification cycles  \nProducts:  \nAdobe Acrobat Services Adobe PDF Extract API  \nObjectives  \nAutomatically recognize awkward link breaks in sentences  \nUse data extraction that recognizes text styles and images in PDFs  \nSupport further business growth  \nDecrease time to conduct PDF text extractions  \nResults  \nEnables extraction of highly accurate sentences rather than words with pre-OCR  \nMaintains document structure to enable analysis that captures meaning of sentences  \nConducts more accurate surveys and expands scope of business  \nAccelerates analysis and verification cycle  \nEstablished in 1988, Mitsubishi UFJ Trust Investment Technology Institute (MTEC) provides asset management, risk management, data analytics, and data analysis consulting services primarily to its parent company, Mitsubishi UFJ Trust and Banking Corporation, and its group companies. In 2022, the company began utilizing the knowledge and expertise it had accumulated over many years to provide investment advisory services to users beyond the group’s framework.  \nThe scope of data science analysis is expanding to include unstructured data such as natural language. In this context, MTEC, which integrates mathematical science and information science to solve problems in financial operations, has focused on integrated reports of listed companies as one of its new targets for analysis. The company’s efforts to adopt Adobe PDF Extract API as a tool for extracting text data from PDF files have contributed to improving the speed of the analysis and validation cycle, by completing the extraction of textdata from integrated reports at high speed.  \n“There is a strong demand in the field of financial engineering for analysis that includes market psychology, in addition to numerical data Department. Text extraction that preserves sentence structure is of great significance in the world of financial data science.”  \nMr. Yusuke Naritomi  \nFinancial Engineer, Development Group 2, Research Department, MTEC  \nContinued evolution of financial data science: analysis of natural language  \nMTEC focuses on analyzing market data, financial data, and other numerical data that affect the movement of stock market prices. It provides its parent company, Mitsubishi UFJ Trust and Banking Corporation, and its group companies with the mathematical models needed to make investment and financing decisions. The institute has been an early adopter in using text in financial statements and other documents in data analysis.  \n“It is becoming increasingly difficult to conduct more accurate analysis using conventional methods that only follow numerical data. There is a strong demand in the field of financial engineering for analysis that includes market psychology, in addition to numerical data,” explains Yusuke Naritomi, a Financial Engineer in Development Group 2 of the Research Department.“Text extraction that preserves sentence structure is of great significance in the world of financial data science.”  \nUnder these circumstances, a new issue emerged. How can the text data of timely disclosure information and a variety of reports be extracted from PDF files with high accuracy and efficiency?  \n“In the past, we used free software to extract text information from timely disclosure information in PDF files. However, problems such as the incorrect interpretation of character strings at line breaks made it difficult to maintain the sentence structure of the extracted text,” explains Mr. Naritomi.“That is fine if you simply want to pick out words contained in the text and quantify how frequently they occur. However, that method of analysis does not include the meaning of the text. In te","cbCaiheCejEzlnk7","https://ap.wps.com/l/cbCaiheCejEzlnk7","pdf",136921,"English","# Objectives\n## Recognize awkward link breaks\n## Preserve text styles and images\n# Results\n## Sentence-structure accurate extraction\n## Faster analysis and verification cycle\n# Background and Use Cases\n## Integrated reports and natural language\n## Timely disclosure extraction challenges\n## ESG evaluation workflow","[{\"question\":\"What problem does MTEC aim to solve with automated PDF data extraction?\",\"answer\":\"MTEC focuses on extracting text from financial-data PDFs more quickly and accurately while preserving sentence structure, which supports meaningful analysis instead of word-only counting.\"},{\"question\":\"How does Adobe PDF Extract API help maintain sentence structure?\",\"answer\":\"It recognizes awkward link breaks and uses extraction that preserves text styles and images, helping keep the sentence structure and document meaning intact.\"},{\"question\":\"What results did MTEC achieve after adopting the API?\",\"answer\":\"The extraction quality improved, enabling highly accurate sentences, maintaining document structure for better analysis, and accelerating the analysis and verification cycle for integrated reports.\"}]","Automating PDF Data Extractions - Improving Speed and Accuracy | PDF",1790062358]