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Blog Ahu Ocak Caglayan: Field Notes from Recent Mandates: Patterns, Pitfalls, and Practical Fixes

  • Recurring Challenges Across Countries: Fragmented controls, master-data drift, blind spots in monitoring, scattered audit evidence, and uncodified exception handling keep appearing despite different local acronyms.
  • Early Warning Signals: A handful of failure motifs drive most rework, exception volumes rise while headcount stays flat, and KPI inconsistencies persist across teams.
  • Closing the Gaps with AI and RTC Suite: Unified cockpit in SAP, real-time dashboards, and explainable AI amplify control, reduce rejections, and shorten exception aging—delivering stability and visibility for tax and finance teams.

Source Ahu Ocak Caglayan


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