First Look: Claude Sonnet 4.5’s breakthrough in reasoning over tabular and unstructured enterprise content with Box AI

Enterprises face challenges in processing complex data critical to various operations, but advancements in AI models like Anthropic's Claude Sonnet 4.5 are transforming this landscape. Box AI's evaluation highlights the model's significant improvements, particularly in understanding and reasoning over multi-modal data, which combines structured and unstructured content. This enhanced capability is unlocking valuable automation potential for time-consuming workflows across industries such as professional services, hospitality, energy, retail, and the public sector. Compared to its predecessor, Claude Sonnet 4.5 demonstrates a notable 4.1 percentage point improvement in average accuracy, with substantial gains in extracting data from image-heavy and compact multi-modal documents. These improvements lead to streamlined operations, reducing processing times, eliminating manual data entry, and enhancing accuracy in document handling tasks, thereby offering tangible benefits like faster client onboarding, instant guest check-ins, and quicker permit applications.

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