Cube
AI agent that builds your data model and answers questions
120 followers
AI agent that builds your data model and answers questions
120 followers
AI analytics tools hallucinate because they query raw tables without understanding your business logic. Cube fixes this: AI agents build your semantic layer automatically, then use it to answer questions and generate reports with no hallucinations. Connect your data, get accurate results in seconds. Built on Cube's open-source semantic layer (19K+ GitHub stars). Free tier available.
Narrative BI
I've been in the data/AI space for a decade and the biggest problem I kept seeing: AI gives wrong answers because it has no understanding of what your data actually means. Cube solved this at the infrastructure level with their semantic layer, and now puts AI agents on top of it. This is the Cursor moment for data analytics.
Lyssna
@micrum congratulations team!! It looks really awesome!
Cube.js
Hey PH! Artyom here, co-founder of Cube. We started as an open-source semantic layer in 2018 (19K+ GitHub stars). We realized this foundation was exactly what AI needed to stop hallucinating — so we built agents on top of it. Already running in 200+ companies. Would love your feedback!
@keydunov How does the AI Data Engineer handle schema drift when upstream tables change? That's been the pain point with every semantic layer I've touched... you define cubes and views, then a column rename or type change silently breaks downstream metrics. If D3's agent can detect those shifts and propose model updates before queries fail, that solves a problem dbt and AtScale still punt to the user. The MCP connector letting agents query through Semantic SQL instead of raw warehouse SQL keeps business logic enforced even when someone bypasses the BI tool entirely.
We use Cube at Pulumi for this exact reason!
https://www.pulumi.com/blog/how-we-built-platybot-an-ai-powered-analytics-assistant/
Narrative BI
@sicarul Kudos for using Cube Core! And now you can use Cube's native UI and MCP connectors!
This is really cool to keep the data clean and accurate for AI.
Cube.js
Agentic Analytics has arrived!