Claude system converts natural language to API calls

Claude's system translates plain English requests into structured API calls. Users including analysts and operations leads input queries like 'Compile a report on sales volume for January through March 2026 for the Northeast region, broken down by city'. The system generates JSON payloads that trigger data retrieval from four dashboards, two BI tools, and a Salesforce report builder. This reduces manual data assembly time and improves accuracy in report generation.