Prophecy

Prophecy is an agentic data preparation and analysis platform that converts raw data into visual workflows and insights using AI agents. Designed for both business analysts and data engineers, the platform allows users to state business goals in plain English to automatically construct data pipelines.

The platform creates visual representations of data pipelines rather than leaving logic hidden in code. Users can inspect, refine, and validate joins, filters, and segmentations before executing jobs or generating final charts and summary dashboards.

Prophecy runs natively on modern cloud data warehouses including Databricks, Snowflake, and BigQuery, as well as via an embedded DuckDB engine. Workflows compile to open production-grade code while maintaining role-based access control, audit logging, and enterprise governance.

Key features

• Natural language workflow generation: Converts plain English prompts into visual data pipelines and transformation logic.
• Visual inspection and refinement: Lifts generated pipeline logic into a visual layer where users can review and modify each step.
• Native cloud platform execution: Runs data transformations directly inside Databricks, Snowflake, and BigQuery without moving data out.
• Automated documentation and harmonization: Generates audit-ready pipeline documentation and maps new datasets to target models automatically.
• Integrated analysis dashboards: Translates prepared data directly into interactive charts, KPIs, and summaries within the same interface.
• Legacy migration support: Includes automated transpilers to convert existing Alteryx and Informatica workflows into visual cloud pipelines.