Interesting perspective. The discussion around data mapping, reconciliation, and workflow consistency was particularly valuable. Much of the conversation around AI focuses on capabilities, but this highlights how controls, process design, and data quality remain critical to successful adoption in finance.
Agreed, David — consistency across tasks, and adherence to the right data schema and metrics, are the remaining hurdles here in my opinion. Plus getting to true automation (scheduled tasks) requires constant data access.
Interesting perspective. The discussion around data mapping, reconciliation, and workflow consistency was particularly valuable. Much of the conversation around AI focuses on capabilities, but this highlights how controls, process design, and data quality remain critical to successful adoption in finance.
Agreed, David — consistency across tasks, and adherence to the right data schema and metrics, are the remaining hurdles here in my opinion. Plus getting to true automation (scheduled tasks) requires constant data access.