
Gaurav Vashisht identifies governance failures in AI-driven finance transformation as the root cause. The automation works but fails audits when decisions are made without human ownership. Systems often operate on outdated, inconsistent data models with unclean chart of accounts and multiple ERPs. AI tools perform well on surface tasks but are undermined by poor foundational data quality. Data model integrity is the prerequisite for reliable AI in finance.
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Financial Institutions Adopt Transaction Foundation Models
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