Claude 3.7 Sonnet

Block uses Claude through Databricks in its open-source goose agent to generate SQL, query datasets and connect internal tools. The company reports adoption across 15 job profiles. Reported engineering time savings concern goose's broader use and do not isolate natural-language data access.

FutureHouse uses Claude for agents that search literature, create cited reports and assess whether hypotheses have precedents. Its Aviary framework is open source. The story claims literature reviews can take days instead of months but does not publish a quantified time-saving study.

Benchling's Data Entry Assistant uses Claude to transform unstructured study reports and instrument files into searchable records. The vendor reports savings of up to two weeks on complex data transformation. The story does not disclose the sample or measurement procedure behind that maximum.