A semantic model enhances consistency in business logic across various BI and AI tools by centralizing definitions and improving interoperability. The Open Semantic Interchange (OSI) initiative, led by Snowflake and partners like Select Star, aims to standardize semantic metadata, allowing for seamless integration and improved data management. By using a governed semantic layer, organizations can achieve reliable metrics, reduce migration costs, and accelerate analytics adoption.