









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.
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.
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.

Yu Ishikawa
Ubie
・
Position



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.