Duodata offers an AI‑driven metrics layer that centralizes the definition, governance, and deployment of business metrics across the modern data stack. By automatically discovering existing metrics from code, documentation, and BI tools, it lets teams author a single source of truth and push consistent metric logic to Snowflake, Databricks, dbt Semantic Layer, BI platforms, and AI assistants, reducing reconciliation effort and metric drift.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises often suffer from inconsistent metric definitions across business and data teams, leading to disputes, time‑consuming reconciliation, and mistrust in key performance indicators. This fragmentation forces analysts to spend a large portion of their time aligning definitions rather than generating insights.
Solution
Duodata provides an AI‑driven metrics layer that centralizes the definition, governance, and deployment of business metrics. By scanning documentation, SQL code, and existing tools, the platform automatically discovers current metrics and consolidates them into a single source of truth. Users can author and approve metric definitions once, then propagate the logic directly into Snowflake, Databricks, dbt Semantic Layer, BI platforms, and AI assistants, ensuring that dashboards and AI‑generated answers remain consistent. The system enforces version control and governance, reducing drift as new dashboards or AI agents are added, and eliminates manual reconciliation efforts.
Target Audience
Primary customers are large enterprises and data‑centric organizations where business analysts, data engineers, and BI teams need a unified, governed metric framework.
Features
- AI-powered discovery that extracts existing metrics from code, docs, and BI tools
- Centralized repository for business‑approved metric definitions with versioning and governance controls
- One‑click deployment of metric logic to Snowflake, Databricks, dbt Semantic Layer, and major BI platforms
- Integration with AI assistants to provide consistent metric answers across conversational interfaces
- Automated change detection to prevent drift when new dashboards or AI agents are introduced
- Free forever tier for unlimited metric definitions and deployments