Lightdash Embedding

Lightdash Embedding

Embed Lightdash charts and dashboards directly inside your application, platform, or website. This gives you the full power of a semantic-layer backed analytics platform.

Full control over dashboards

Full control over dashboards

Use your existing dbt models and semantic layer to power AI agents that speak your business’s language. You get answers that are always accurate, explainable, and aligned with your definitions.



Use your existing dbt models and semantic layer to power AI agents that speak your business’s language. You get answers that are always accurate, explainable, and aligned with your definitions.



Control the look and feel

Control the look and feel

Set up custom agents for each team in minutes. Write clear instructions in plain English, add context to guide responses, and control exactly what data each agent can access. Every function gets a tailored assistant that actually understands their context.


Set up custom agents for each team in minutes. Write clear instructions in plain English, add context to guide responses, and control exactly what data each agent can access. Every function gets a tailored assistant that actually understands their context.


Dependency-free

Dependency-free

See how every agent is used across your organisation. Track interactions, rate answers, and use real feedback to make each response better than the last. You stay in control and build trust with every iteration.

Provide powerful interactivity

Provide powerful interactivity

Ask questions directly in Lightdash or Slack and get the answers you need, whether it’s a chart, a table, or plain-language insight. Follow up, dig deeper, or pivot your query without switching tools.


Ask questions directly in Lightdash or Slack and get the answers you need, whether it’s a chart, a table, or plain-language insight. Follow up, dig deeper, or pivot your query without switching tools.


Ready to free up your

data team?

Ready to free up your

data team?

Get your questions answered by always-on AI agents, built on your dbt models and semantic layer. They understand your business logic and deliver reliable answers instantly. No SQL required.

Build on business logic you already trust

Use your existing dbt models and semantic layer to power AI agents that speak your business’s language. You get answers that are always accurate, explainable, and aligned with your definitions.

Give every team their own AI expert

Set up custom agents for each team in minutes. Write clear instructions in plain English, add context to guide responses, and control exactly what data each agent can access. Every function gets a tailored assistant that actually understands their context.

Give every team their own AI expert

Set up custom agents for each team in minutes. Write clear instructions in plain English, add context to guide responses, and control exactly what data each agent can access. Every function gets a tailored assistant that actually understands their context.

Build on business logic you already trust

Use your existing dbt models and semantic layer to power AI agents that speak your business’s language. You get answers that are always accurate, explainable, and aligned with your definitions.

Give every team their own AI expert

Set up custom agents for each team in minutes. Write clear instructions in plain English, add context to guide responses, and control exactly what data each agent can access. Every function gets a tailored assistant that actually understands their context.

Build on business logic you already trust

Use your existing dbt models and semantic layer to power AI agents that speak your business’s language. You get answers that are always accurate, explainable, and aligned with your definitions.

Build on business logic you already trust

Use your existing dbt models and semantic layer to power AI agents that speak your business’s language. You get answers that are always accurate, explainable, and aligned with your definitions.

“Traditional BI tools sit on top of your warehouse and create chaos. Lightdash's semantic layer scales without breaking.”

“Traditional BI tools sit on top of your warehouse and create chaos. Lightdash's semantic layer scales without breaking.”

Yu Ishikawa

Ubie

Position

Ready to free up
your data team?

Ready to free up
your data team?

Ready to free up
your data team?

Metrics Catalog

Metrics Catalog

Metrics Catalog

For who want to dive straight into the data without worrying about models and structure:

  • All your metrics in one place - easy to find, track, and manage.

  • Search and sort to surface the most important KPIs instantly.

  • Know what’s hot - see which metrics are used the most across your team.

Metrics Explorer

For business users who want quick answers without the hassle of complex query building:

  • Visualize trends in a snap with interactive charts.

  • Compare periods and track performance with ease.

  • Break it down - dive deeper into any metric by filtering and segmenting by.

YAML configuration

For builders who want to put the rest of their team on rails:

  • No setup needed - just use your existing .yml to get started.

  • Pre-select time fields in the .yml to save your business users time.

  • Control filters and segments - define exactly what users can filter by and segment.

Metric Trees

For decision-makers in data-driven companies:

  • See the big picture - understand how metrics are connected.

  • Simplify complexity with a clear, hierarchical view.

  • Spot the key drivers - identify what really matters in your data.

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© 2025 Telescope Technology Limited. All rights reserved.

Join our newsletter to be en-lightened

© 2025 Telescope Technology Limited. All rights reserved.

Join our newsletter to be en-lightened

© 2025 Telescope Technology Limited. All rights reserved.