The Institutional Adaptation Layer has been added, enabling the system to adapt to different types of institutions such as banks, hospitals, universities, companies, and government entities, and to adjust indicators and decision-making processes according to the structure and requirements of each institution. The Financial Reality Integration Layer has also been added to ensure that accounting entries, cash flows, and financial reports align with the actual financial situation of the institution, enhancing diagnostic accuracy, decision reliability, and institutional sustainability, while maintaining a clear interactive interface across all layers.
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