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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