Operational proof · Return scrutiny
The agent identifies the statistical inconsistency, assembles the record history and routes a clarification without inventing or overwriting the value.
Live request
Investigate establishment DP-MFG-18427 for 2025-26. Why did employment fall so sharply while gross output increased?
investigate_industrial_return + validate_return_consistencyReturned evidence
DP-MFG-1842732631-90.5%₹148.6 cr → ₹190.2 crHIGH-SEVERITY EXCEPTION310 employeesOfficer-approved correctionAgent workflow
The request is bound to establishment DP-MFG-18427, 2025-26, the authenticated officer scope and the current submitted version.
The agent retrieves the establishment master, current and previous returns, classification, validation results, correction history and officer remarks.
Employment changes from 326 to 31 (-90.5%) while gross output rises from ₹148.6 crore to ₹190.2 crore (+28.0%). No approved status change explains the variance.
The system prepares a concise exception package containing the conflicting values, rule result and source references for field/statistical clarification.
After clarification confirms a digit omission, the authorised officer records version 2 with 310 employees. Version 1 remains immutable in history.
The accepted record uses the officer-approved corrected version. The original submission, validation failure, clarification reason, approver and timestamps remain traceable.
Control boundary
Evidence artifact
Synthetic trace showing 326 to 31 employee anomaly, +28.0% output change, clarification and officer-approved correction to 310.
Primewayz industrial statistical intelligence