How OpenAI’s GPT-5.4 improves data extraction across complex enterprise documents and industries

OpenAI has released GPT-5.4, which shows notable improvements over its predecessor, GPT-5.2, by enhancing overall extraction accuracy from 72% to 78%, particularly benefiting enterprises that depend on AI for data extraction, analysis, and workflow automation. This new model excels in tasks requiring multi-step calculations, deep reasoning, and inference from complex documents, with improved performance across various industries and document types, such as clinical data, legal agreements, and regulatory filings. GPT-5.4 also demonstrates significant gains in core extraction categories, such as handling fields with heavy calculations, executing multi-step reasoning tasks, and extracting numerous fields from extensive documents. The model is particularly adept at reducing errors and omissions, providing more reliable data extraction in specialized content areas like healthcare, legal, and energy, and is now available in Box AI Studio for building custom AI workflows.

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