One good mental model which we used in Data & AI space was called the XYZ model If i had X I would have done Y Resulting in Z This can be applied to any problems you are solving
Everyone wants AI LLM's Agents Agentic GenAI Solutions $100MM ROI MCP, A2A, RAG etc etc Few want Modern data stack Lakehouse LLM architectures Reference Architectures GenAI Governance Data Quality AI Safety
GenAI project should not start if you dont have - A sense about your Data quality - Business metadata, glossaries or catalogs ready - Basic knowledge of what it takes to build an AI Solution - Understanding of AI risks Dont buy what SI's sell, they have no idea about AI safety
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