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docs/integrations/data-visualization/dot-and-clickhouse.md

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@@ -15,17 +15,14 @@ import CommunityMaintainedBadge from '@theme/badges/CommunityMaintained';
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<CommunityMaintainedBadge/>
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[Dot](https://www.getdot.ai/) is your **AI Data Analyst**. It connects directly to ClickHouse so you can ask data questions in natural language, discover data, test hypotheses, and answer why questions — directly in Slack, Microsoft Teams, ChatGPT or the native Web UI.
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[Dot](https://www.getdot.ai/) is your **AI Data Analyst**.
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It connects directly to ClickHouse so you can ask data questions in natural language, discover data, test hypotheses, and answer why questions — directly in Slack, Microsoft Teams, ChatGPT or the native Web UI.
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## Pre-requisites {#pre-requisites}
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- A ClickHouse database, either self-hosted or in [ClickHouse Cloud](https://clickhouse.com/cloud)
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- A [Dot](https://www.getdot.ai/) account
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- A [Hashboard](https://www.hashboard.com/) account and project.
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---
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- A [Hashboard](https://www.hashboard.com/) account and project.
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## Connecting Dot to ClickHouse {#connecting-dot-to-clickhouse}
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- **Database**: optionally set a default schema
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4. Click **Connect**.
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<div style={{maxWidth: '500px', marginInline: 'auto'}}>
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<Image img={dot_02} alt="Connecting ClickHouse" />
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</div>
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<br/>
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<Image img={dot_02} alt="Connecting ClickHouse" size="sm"/>
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Dot uses **query-pushdown**: ClickHouse handles the heavy number-crunching at scale, while Dot ensures correct and trusted answers.
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## Highlights {#highlights}
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Dot makes data accessible through conversation:
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- **Why analysis**: Ask follow-up questions to understand trends and anomalies.
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- **Works where you work**: Slack, Microsoft Teams, ChatGPT, or the web app.
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- **Trusted results**: Dot validates queries against your schemas and definitions to minimize errors.
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- **Scalable**: Built on query-pushdown, pairing Dot’s intelligence with ClickHouse’s speed.
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- **Scalable**: Built on query-pushdown, pairing Dot’s intelligence with ClickHouse’s speed.
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## Security and Governance {#security}
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## Security and governance {#security}
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Dot is enterprise-ready:
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- **Permissions & roles**: Inherits ClickHouse user access controls
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- **Row-level security**: Supported if configured in ClickHouse
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- **TLS / SSL**: Enabled by default for ClickHouse Cloud; configure manually for self-hosted
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- **Governance & validation**: Training/validation space helps prevent hallucinations
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- **Compliance**: SOC 2 Type I certified
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- **Compliance**: SOC 2 Type I certified
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## Additional Resources {#additional-resources}
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## Additional resources {#additional-resources}
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- Dot website: [https://www.getdot.ai/](https://www.getdot.ai/)
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- Documentation: [https://docs.getdot.ai/](https://docs.getdot.ai/)

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