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Duodata
Business ownership

Business ownership, implemented as reviewable artifacts.

Each role below maps to concrete artifacts: declared definitions with owners, observed schemas, implementation mappings and native semantic outputs — every change a reviewed diff, executed in your platform.

Detail by role

Decisions start from the number you would sign.

  • AI answers use the definitions your leadership already reports on.
  • Every key measure has a named owner.
  • Your data platform executes the underlying calculations.

Question

“Sales grew 10%. How much did net revenue grow?”

Sales grew 10%. Net revenue grew 5.4%.

Gross revenue increased by $1 million. Discounts and credits increased by $500,000, leaving $500,000 of net revenue growth.

Using Finance's definition

Net revenue grew 5.4% (+$500,000).

Net revenue: $9.3m → $9.8m. Planning and spending decisions start from the number Finance reports.

Explore the technical details

Net revenue, Q2 vs Q3 2026

Growth: 5.4%

Revenue components by quarter, 2026
ComponentQ2Q3
Gross revenue$10.0m$11.0m
Discounts$0.5m$0.8m
Credits$0.2m$0.4m
Net revenue$9.3m$9.8m

Fictional example in USD. Not customer data.

Meaning bridge

From your definition to your platform

From business meaning to platform execution

Defined by the business

Net revenue

= gross revenue − discounts − credits

Owner
Finance
Used for
Quarterly reporting

Model, mappings and native output

Your business meaning, ready for AI

One agreed definition with an owner, a time grain and the words people use to ask for it.

Choose your platform

Your platform executes the calculation. Pick one; you don't need both.

Answer in AI/BI Genie

Net revenue grew 5.4% from Q2 to Q3.

Definition used: net revenue = gross revenue − discounts − credits (owner: Finance), served through Unity Catalog metric views.

Fictional example

Platforms

Choose your platform

DatabricksBusiness meaning in Unity Catalog metric views, answered by AI/BI Genie.Explore Duodata for Databricks SnowflakeBusiness meaning in Semantic Views, answered by Cortex Analyst.Explore Duodata for Snowflake
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.