Entropy Data

Chat with your data

Entropy Intelligence is experimental. Features and behavior may change in future releases.

Entropy Intelligence turns the data marketplace into a conversational experience. Users describe what they want to know, and Entropy Intelligence picks the right data product, generates the query, and returns the result — within their existing access rights.

Entropy Intelligence

Available from the main navigation via Try Entropy Intelligence. Users can find data products by describing a business question, explore data through natural language prompts, and get insights directly in the chat.

Entropy Intelligence landing page

Each answer shows the data product and query alongside the result, so users can verify what happened.

Entropy Intelligence answering a question with a data table

Why this matters for enterprises

Entropy Intelligence lives directly inside Entropy Data — no separate Copilot, ChatGPT, or Claude workspace to license, configure, and connect to your data landscape.

  • No additional agent environment to procure or operate.
  • Governance is not an afterthought — the same access rights and data contract terms of use apply.
  • No data leaves your governed perimeter — prompts and results stay within Entropy Data and the AI model you have already configured (see AI Configuration).
  • Context is curated by data owners via AI Context on the data product itself — not via prompts scattered across unmanaged chatbots.

Entropy Intelligence Card on the Data Product

Each data product page shows an Entropy Intelligence card with suggested questions for that data product. Clicking a suggestion opens the chat with the question pre-filled and the data product set as context — a low-friction way to try the data before requesting access.

Entropy Intelligence card on a data product page

AI Context on the Data Product

Data product owners guide Entropy Intelligence via the AI Context section in the data product edit form.

AI Context section in the data product edit form

  • AI Instructions — domain-specific rules, e.g. "Always join ORDERS with LINE_ITEMS using ORDER_ID" or "ORDER_TOTAL is in EUR". Added to the AI system prompt when a user interacts with this data product.
  • Example Questions and Queries — sample questions with corresponding queries that demonstrate intended usage patterns.
  • Exclude from AI — when enabled, the data product is excluded from Entropy Intelligence search results and recommendations.

AI Context is stored as custom properties in the ODPS YAML. See Data Products for the underlying attributes, and AI Configuration for the model that powers Entropy Intelligence.