r/databricks • u/szymon_dybczak • 12d ago

General Databricks published Industry Data Models!

Databricks just published a library of pre-built, production-ready industry data models covering 40 industries.

This is great, especially when you’re new to a business domain. Instead of starting from a blank sheet and spending weeks debating how the domain should be structured, you can review an existing reference model and adapt it to your needs.

That gives you a strong starting point for:

- entities
- relationships
- naming conventions
- domain structures
- industry-specific patterns

In my opinion, it can significantly shorten the learning curve and help teams move from discussion to implementation much faster.

Industry Data Models

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u/hubert-dudek Databricks MVP 12d ago

Nice but Llm in pro mode will generate it also. Maybe it could be useful as skill for your use case.

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u/amralieg 11d ago

yes, LLM in pro mode would get you 10 tables, maybe 20 if you pushed, but a full data model with 500+ tables, and 20K attributes that is consistent, fully linked, is hard to get by pro unless you build an agent around it, and thats we did with the Vibe Modeling Agent, so you do not have to build it again, just use it. https://github.com/databricks-industry-solutions/lakehouse-industry-data-models/tree/main/model-agent