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Lightdash

ANALYTICS
Velocity6.3

Lightdash opens AI-built chart types to every cloud user, through the app or MCP.

business intelligencesemantic layerai agentsmcpcustom visualization
◆Current state
Lightdash is an open-source BI layer that is turning its semantic layer into a workspace for AI agents. Chart Studio, where users describe a chart and Lightdash builds a reusable project-level chart type, is now available to all cloud users, including from Claude through the Lightdash MCP. It follows agent skills, which let teams save parameterized analysis procedures.
◆Where it's heading
Lightdash is moving AI from answering questions to extending the product itself: custom chart types, reusable agent skills, and native YAML that removes dbt as a prerequisite. Governance features such as verified content give teams a way to trust what the agents produce.
◆Prediction
Expect more agent features exposed through MCP, so external assistants can create and govern Lightdash content, and a shared library for Chart Studio chart types.

◆Recent moves

  1. 7d ago

    🧩 Chart Studio, now available for all cloud users

    Chart Studio, which turns a described chart into a reusable chart type, is now available to all Lightdash Cloud users and can be driven from Claude through the MCP. It takes September's custom-chart spark from preview to general availability.

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  2. 23d ago

    🎓 Teach your AI agents reusable skills

    ⚡ SPARK

    Skills let teams write an analysis procedure once and have the agent run it via a slash command, with arguments. It is the clearest step yet in Lightdash turning its agent from a chat feature into a configurable operator, following the Linear/Jira issue export.

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  3. 1mo ago

    🪆 Explore nested and repeated columns

    BigQuery and Databricks users can explore nested and repeated columns directly, with array fields queried per element and warnings for metric inflation. It removes a modeling chore that previously forced flattening upstream.

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  4. 1mo ago

    ✅ Promote, own, and find verified content

    Verified content gains a review queue for promoting personal work, duplicate detection on submission, dashboard owners, and verified filters in search. This governance layer decides what the growing agent and self-serve surface should treat as trusted.

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  5. 1mo ago

    🔌 Test your warehouse connection before you save it

    A Test connection button checks warehouse credentials without recompiling the project. A small setup convenience.

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  6. 1mo ago

    💬 A comments panel for your dashboards

    Dashboards get a header panel listing every comment thread. Minor collaboration polish.

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