Audit Analytics & Continuous Monitoring: Design and execute audit analytics and continuous monitoring routines to identify control failures, emerging risks, fraud indicators, operational inefficiencies, and unusual transaction patterns. Develop data-driven audit procedures using SQL, Superset, Redash (Hera, Loki, Hela), Python, Power BI, Metabase, or similar analytical tools.