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Federal / Audit / Finance

XBRL tag anomaly detection

Normalized from public source

Description

Identifies unusual taxonomy tags or inconsistencies across periods and peers.

AI / analytics pattern

ML + document AI + GenAI agents

Automation level / stage

Embedded-to-agentic

Expected benefit

Population coverage, anomaly detection, faster evidence work

Controls / human review

Auditor judgment, audit evidence standards, and documentation must remain explicit.

Source

Deloitte GenAI Accounting

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