Provides a version-controlled financial data normalization, reconciliation, and governance layer that integrates with existing tools to make foundation models produce institutional-grade outputs for modeling, spreading, and analytics. Targets institutional finance teams — investment banks, private equity, growth equity, commercial lenders, and corporate finance — delivering the accuracy, auditability, and consistency required for real financial decisions.