Claude Sonnet 5.5 on real enterprise knowledge work

Box evaluated Anthropic’s Claude Sonnet 5.5 on document-heavy business workflows involving spreadsheets, PDFs, slides, and images, measuring both completed deliverable quality and efficiency against Sonnet 5. Sonnet 5.5 achieved 65% overall accuracy compared with 61% for Sonnet 5, while producing finished work about 2.4 times faster with 12% lower token use. Its strongest gains appeared in precision-dependent fields: financial-services accuracy rose from 63% to 81% through improved detection of calculation and pricing errors, legal performance increased from 60% to 67% by avoiding unsupported market assumptions, life-sciences results rose from 54% to 62% through network-topology analysis, and public-sector performance improved from 55% to 62% with more accurate extraction of student data. Box says the model is better at cross-checking evidence, identifying errors in source materials, and distinguishing documented facts from assumptions, with Sonnet 5.5 planned for release in Box AI soon.

No tracked trend matches for this post yet.

Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.