OpenAI GPT-5.5 meaningfully advances enterprise content use cases
Blog post from Box
OpenAI's GPT 5.5 model marks a significant advancement over its predecessor, GPT 5.4, particularly in tasks requiring sustained, multi-step reasoning across complex documents. It outperformed GPT 5.4 by a 10-percentage-point margin in agent accuracy, achieving 77% compared to 67%, and excelled in challenging enterprise reasoning tasks such as report drafting, expert review, data analysis, and due diligence. The Box AI Complex Work Evaluation highlights GPT 5.5's ability to perform well in orchestration, retrieval, and answer generation stages, thereby maintaining accuracy across interdependent decisions where errors can compound. Notably, GPT 5.5 demonstrated superior performance in specialized industry benchmarks, including financial services, healthcare, public sector, and media & entertainment, where document complexity and reasoning demands are highest. Its enhanced reasoning and extraction capabilities will soon be accessible to Box AI customers, promising improved automation and accuracy in enterprise applications.
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