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Despite the advances in both AI chat bots and data management systems, geoscientists still struggle with disconnected workflows, spending significant time switching between platforms and managing data context. This paper presents an integrated solution combining a data management platform (DMP), real-time collaborative interpretation AI software, and a multi-modal LLM system. The system we propose enables geoscientists to seamlessly access, interpret, and collaborate on subsurface data while maintaining complete data lineage and project context.