The Data Pipeline
From raw public statistics to structured intelligence. Explore our rigorous 4-stage process designed for the agentic web.
Public Sources
Ingestion of raw data from trusted global institutions including World Bank, WHO, CDC, and Census bureaus.
Harmonization
Our pipelines normalize dimensions, clean metadata, and version every individual data point for consistency.
Content Engine
Data is transformed into agent-ready units: narratives, chart specs, and dashboard bundles ready for visualization.
Agent Delivery
Served via high-performance APIs and MCP servers directly to your AI agents or embedded applications.
Public Sources
Ingestion of raw data from trusted global institutions including World Bank, WHO, CDC, and Census bureaus.
Harmonization
Content Engine
Agent Delivery
Why Build With Us?
The features that make ctzn.pub the standard for AI data.
Academically Rigorous
Derived from trusted public sources like World Bank, CDC, and GSS. We trace every datapoint to its origin.
Always Fresh
Automated pipelines update data daily as sources release new reports.
Agent-Ready API
Responses include structured JSON, natural language narratives, and chart configurations.
Visual Components
Pre-built React components designed for dark-mode agentic interfaces.