Data

ENEOS Materials uses a custom GPT for training feedback. Reported task timings fell from one to two hours to 20 seconds; a separate aggregation tool reportedly reduced aggregation time by 90%.

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.

ASUENE compared Gemini and GPT-4o models on 200 sample utility receipts, extracting transaction months, consumption and costs. Its tests found Gemini more than four seconds faster on average. The article includes sample documents, outputs and benchmark charts; deployment of the tested models is not established.

IG Group analysts use Claude to generate SQL and automate routine data work. The company reports approximately 70 analyst hours saved weekly across AI-assisted workflows. This is a company-reported aggregate, not a documented per-user or controlled result.

NRI combines Claude, review checklists and previous examples to identify issues in specialized Japanese business documents. Its system filters insignificant suggested edits. The company reports a 50% reduction in review time; detailed evaluation data and code are not published in the story.

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.