Federal / Audit / Finance

Stock compensation testing

Normalized from public source

Checks grant terms, vesting, fair-value inputs, and expense calculations.

ML + document AI + GenAI agents

Embedded-to-agentic

Population coverage, anomaly detection, faster evidence work

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

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