One reviewed definition for analytics and AI
Finance and operations can agree on a metric once, then publish it for use in Vizz Explore and through MCP. The query runs in the connected warehouse, and the result points back to the version that was used.
FROM A BUSINESS QUESTION TO A GOVERNED QUERY
- 01Find the meaning
Identify published revenue and margin definitions and the sales-channel attribute.
- 02Apply the approved calculation
Vizz generates a bounded, read-only warehouse query using the published formulas and returns rules.
- 03Explain the result
Connect the answer to the metric definition, version, and warehouse source.
Business & data teams
Define metrics, rules, and relationships.
Human authorship · Independent reviewPublished business meaning
Versioned datasets, metrics, attributes, rules, and relationships.
Draft → Independent review → PublishGoverned query execution
Resolve approved definitions and run bounded, read-only queries in your warehouse.
Business exploration
Use Vizz Explore to compare results and inspect the calculations.
Your AI assistant, via MCP
Use the same published definitions in AI workflows.
Vizz stores metadata and governance records. Business data is queried in the warehouse; results are returned to the requesting user or AI application.