Resources
Curated reading.
Articles, further reading and the official platform references for the engineering side: semantic models, open formats and native semantics in Databricks and Snowflake.
Articles and further reading
Duodata articles on duodata.ai; Jessica Talisman's public essays inform how we distinguish shared business language, practical semantic models and formal ontology programs.
Article
How to solve semantic layers in Databricks(opens in a new tab)Article
The hardened conceptual metrics layer(opens in a new tab)Further reading
The semantics of semantics — Jessica Talisman(opens in a new tab)Further reading
Language is the bridge — Jessica Talisman(opens in a new tab)Further reading
Ontologies and other myths — Jessica Talisman(opens in a new tab)
The Metrics Letter
Duodata's newsletter on business meaning, metrics and AI-ready data platforms.
Open formats: Apache Ossie (incubating)(opens in a new tab)
Official documentation
Platform references
Databricks documentation
Official docs.
Free pilot
Start a free pilot
We work through one business question with you: agree its meaning, map it to the relevant data and review how it works on Snowflake or Databricks. We agree the scope together before we start.
- 01One business question
- 02One owner of the definition
- 03The data it depends on
- 04A review on your platform
- Start a free pilotWatch demo

