Federal / Audit / Finance

Legacy code explanation

Normalized from public source

Description

Explains COBOL/Java/ABAP/SQL code and maps dependencies for modernization.

AI / analytics pattern

LLM code analysis

Automation level / stage

Pilot-to-deployed pattern

Expected benefit

Efficiency, service quality, risk reduction

Controls / human review

Requires AI inventory, human review, data access controls, and monitoring.