Turn business initiatives into decision-ready definitions for analytics and AI
Purpose-built for modern data organizations.
Let your documents define the project
Upload your materials and the system analyzes them to build an initial understanding and guide the next steps toward a structured definition.
- Builds an initial understanding of your project
- Highlights what’s missing or unclear
- Guides you using structured frameworks from real projects
Catch issues before they impact execution
Continuously evaluates your definitions, showing what’s ready to build and what still needs work.
- Scores completeness and quality across your project
- Pinpoints issues with location and impact
- Shows what’s ready to implement and what isn’t
- Fix issues directly or resolve them with AI
Get answers without unnecessary meetings
Create clarification requests directly on definitions and get answers — without workshops, scattered messages, or repeated back-and-forth.
- Ask questions on specific parts of a definition
- Assign and track clarification requests until resolved
- Get answers in context, even when using Microsoft Teams
- Capture answers once and reuse them
Use catalog definitions inside your project
Connect your data catalog to pull existing datasets and definitions directly into your project, so you don’t have to recreate them.
- Reuses existing datasets and definitions
- Keeps definitions aligned with your data catalog
- Links requirements directly to data assets
- Works with Microsoft Purview, Unity Catalog, Atlan, and more
Build from validated project definitions
Use project definitions as a reliable input for coding agents to implement with clarity and confidence.
- Provides validated metrics, datasets, and logic
- Ensures clarity before and during implementation
- Exposes structured context through MCP for coding agents
- Works with Claude Code, Codex, Databricks, Snowflake, and more
Stay in control as definitions evolve
Review changes instantly, whether they come from your team or AI, and verify every update.
- Compare any two states side by side in one click
- See exactly what changed and where
- Catch unintended or AI-generated changes early
- Revert to any previous state instantly
Stop paying for problems discovered too late
Give your team clear, validated definitions
they can execute with confidence
instead of fixing issues mid-delivery.