NLSQL

User asks: 'Show me sales growth by region last quarter.'

NLSQL parses intent and maps to 'Sales' and 'Geography' tables.

SQL is executed against the database.

Result is returned as a growth chart in MS Teams.

Manager types: 'List items with stock < 50 units.'

NLSQL joins inventory and product tables.

SQL filters by threshold.

System returns an actionable CSV list.

Auditor queries: 'Find all transactions over $10k in October.'

NLSQL generates the DATE_TRUNC and WHERE clause.

Data is fetched directly from the secure DB.

Audit log records the query and requester.

Clinician asks: 'Average recovery time for patients over 65.'

NLSQL performs the aggregation on clinical records.

System ensures output is anonymized to meet HIPAA.

A summary report is generated.

HR lead asks: 'What is the turnover rate in Engineering this year?'

NLSQL calculates ratios from the HRIS database.

SQL executes and returns a percentage trend line.

HR lead shares the visual in the weekly management sync.

User asks: 'Which suppliers have more than 3 late deliveries?'

NLSQL joins Supplier and Logistics tables.

System identifies count > 3.

Returns supplier names and contact details.

CEO asks voice-to-text: 'Compare this year's net profit to 2025.'

NLSQL executes year-over-year SQL comparison.

Returns a comparison table with delta values.

CEO uses data for immediate strategic decisions.