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Tukun.ai A Semantic-first Data Agent
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Core Concepts

Tukun.ai keeps product concepts small so teams can understand what is being created and reused.

An account is the top-level product boundary for a person or team. It owns data sources, conversations, cards, dashboards, billing, memberships, and access settings.

The Workbench is the primary execution surface. It is where users ask questions, inspect generated analysis, and refine results before saving stable outputs as cards or dashboards.

A data source is a connection to business data. Data sources should use least-privilege credentials and read-only access unless a specific workflow requires more.

A conversation captures the question, the reasoning trail, the generated analysis, and follow-up context. Use conversations for exploratory work.

A card is a saved analytical result that can be reused or placed on a dashboard. Use cards when an answer has become stable enough to share.

A dashboard groups cards into a repeatable view. Use dashboards for recurring operating reviews, investor reporting, or functional team metrics.

A semantic model defines business meaning such as metrics, dimensions, filters, and relationships. It helps Tukun.ai answer repeated questions consistently.