BI for Databricks — AI-Native Dashboards for Your Lakehouse

Databricks BI

Connect Basedash to Databricks and build dashboards with plain English. Optimized Databricks SQL, Unity Catalog support, no data movement, no SQL expertise required.

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Quick answer

Basedash is an AI-native BI tool for Databricks that generates optimized dashboards and SQL queries from plain English — connecting directly to your lakehouse with Unity Catalog support, no data movement, and no SQL expertise required.

Three steps from Databricks connection to live dashboard.

Connect your Databricks workspace

Provide your Databricks SQL warehouse endpoint and credentials. Basedash connects directly — read-only access, no data copying, no ETL pipelines.

AI learns your lakehouse

Basedash reads your Unity Catalog, tables, columns, and metadata. Add business context so the AI understands your domain — what 'active user' or 'revenue' means in your organization.

Ask questions, get dashboards

Describe what you want in plain English. Basedash generates optimized Databricks SQL, runs it against your SQL warehouse, and renders the results as charts and dashboards.

Basedash isn't a generic BI tool with a Databricks connector. It's optimized for your lakehouse architecture.

Native Databricks SQL generation

Basedash generates SQL optimized for Databricks SQL warehouses — including Delta Lake operations, Unity Catalog references, and Spark SQL functions.

Unity Catalog aware

The AI understands your Unity Catalog structure including catalogs, schemas, and table permissions. It uses the correct namespaces and respects your governance model.

No data movement

Basedash queries your Databricks SQL warehouse directly. Your data stays in the lakehouse — no copying, no syncing, no additional storage costs.

SQL warehouse compute controls

Run queries against specific SQL warehouses to manage compute costs. Basedash respects your existing warehouse sizing, auto-stop settings, and cluster policies.

Delta Lake support

Query Delta tables with time travel, schema evolution, and ACID transactions. The AI handles DESCRIBE HISTORY and VERSION AS OF operations naturally.

Role-based access

Basedash inherits Databricks Unity Catalog permissions. Team members see only the data their roles permit — no additional access management layer.

Ask questions in English, get Databricks SQL

Basedash generates optimized queries from natural language.

"What is our MRR by plan tier for the last 12 months?"

Generates a Databricks SQL query with proper date functions and catalog references against your billing tables

"Show me daily active users compared to the same period last year"

Builds year-over-year comparison using Delta Lake date functions and window operations

"Which ML models had the highest prediction accuracy this week?"

Queries your ML tracking tables in Unity Catalog with aggregation and ranking

Get instant answers, uncover important trends, and make confident decisions faster.

ProductShow retention by cohort and first-usage month.SalesHow many leads are currently close to closing?ProductWhat is our WAU/MAU and how is it trending?Data & AnalyticsHow many records/jobs/tasks were created or submitted in a given timeframe?EngineeringWhich SDK versions or app versions are most error-prone?Data & AnalyticsPull IDs or names for items matching a keyword across connected sources.OperationsGive me a table of all new users with their signup source/medium.Data & AnalyticsBuild a quick-start KPI dashboard with filters and best-practice layout.Data & AnalyticsBreak down counts by type (categories, forms, service items) and show percentages.SalesWhich opportunities are stuck beyond the expected stage duration?EngineeringMake table links open detailed views in our admin tool.MarketingWhat is our CAC?MarketingWhat is our blended cost per lead and cost per acquisition by channel?MarketingShow campaigns with delivery errors that still spent in the last 24 hours.ProductIdentify the magic moment that predicts long-term engagement.ProductWhich features correlate most with conversion to paid?OperationsWhich tickets are trending by category and time to resolution?ProductWhich product areas are slowing users down (timeouts, latency, error-prone steps)?SalesWhat should a sales-facing dashboard include for quick qualification and follow-up?EngineeringWhat are the most common errors this month, and what endpoints are causing them?EngineeringFind domains or metadata for a list of organizations from builder records.MarketingAre we seeing a drop in lead volume year over year? Which months and segments are down?Data & AnalyticsIdentify top entities (e.g., products, practices, segments) by net earnings or volume.ProductAre there any features we added recently that increased engagement?SalesList all workspaces with an upcoming renewal in the next month.ProductShow retention by cohort and first-usage month.SalesHow many leads are currently close to closing?ProductWhat is our WAU/MAU and how is it trending?Data & AnalyticsHow many records/jobs/tasks were created or submitted in a given timeframe?EngineeringWhich SDK versions or app versions are most error-prone?Data & AnalyticsPull IDs or names for items matching a keyword across connected sources.OperationsGive me a table of all new users with their signup source/medium.Data & AnalyticsBuild a quick-start KPI dashboard with filters and best-practice layout.Data & AnalyticsBreak down counts by type (categories, forms, service items) and show percentages.SalesWhich opportunities are stuck beyond the expected stage duration?EngineeringMake table links open detailed views in our admin tool.MarketingWhat is our CAC?MarketingWhat is our blended cost per lead and cost per acquisition by channel?MarketingShow campaigns with delivery errors that still spent in the last 24 hours.ProductIdentify the magic moment that predicts long-term engagement.ProductWhich features correlate most with conversion to paid?OperationsWhich tickets are trending by category and time to resolution?ProductWhich product areas are slowing users down (timeouts, latency, error-prone steps)?SalesWhat should a sales-facing dashboard include for quick qualification and follow-up?EngineeringWhat are the most common errors this month, and what endpoints are causing them?EngineeringFind domains or metadata for a list of organizations from builder records.MarketingAre we seeing a drop in lead volume year over year? Which months and segments are down?Data & AnalyticsIdentify top entities (e.g., products, practices, segments) by net earnings or volume.ProductAre there any features we added recently that increased engagement?SalesList all workspaces with an upcoming renewal in the next month.

EngineeringWhich services or endpoints have the highest error rates this week?SalesWhich accounts are likely to expand based on recent product activity?MarketingWhich campaigns or channels drove the most leads and conversions this month?SalesWho are the most engaged accounts in the last 14 days?SalesWhat accounts had the largest expansions this quarter?MarketingWhich categories or segments contributed the most revenue or transactions?MarketingHow many deals or opportunities are in our current campaign from a specific region?EngineeringShow recent error logs and users impacted in the last week.ProductShow onboarding conversion rate compared to last month.MarketingWhich geographies are performing best this quarter by pipeline and closed-won?MarketingList Google Ads campaigns and show CPC trends for each.OperationsWhich customers have open issues tied to performance or reliability?SalesWhich organizations that have not converted to paid are the most active?MarketingWhat should be on a performance dashboard for our account managers?Data & AnalyticsTrend key KPIs over time and flag abnormal spikes.ProductWhich cohorts have the highest week-8 retention?OperationsWhich customers are running into more bugs recently?SalesWhich accounts are a churn risk?Data & AnalyticsShow me revenue and subscription growth.EngineeringFetch IDs created in a given month for a specific provider or integration.OperationsSurface users who recently hit errors or experienced slow response times.OperationsShow customers with at least two visits or repeat usage in the last month.EngineeringHow many auth configs or connected accounts exist for provider X?ProductDid anything else spike when a specific feature usage increased?OperationsFilter paid organizations and show their current usage details.EngineeringWhich services or endpoints have the highest error rates this week?SalesWhich accounts are likely to expand based on recent product activity?MarketingWhich campaigns or channels drove the most leads and conversions this month?SalesWho are the most engaged accounts in the last 14 days?SalesWhat accounts had the largest expansions this quarter?MarketingWhich categories or segments contributed the most revenue or transactions?MarketingHow many deals or opportunities are in our current campaign from a specific region?EngineeringShow recent error logs and users impacted in the last week.ProductShow onboarding conversion rate compared to last month.MarketingWhich geographies are performing best this quarter by pipeline and closed-won?MarketingList Google Ads campaigns and show CPC trends for each.OperationsWhich customers have open issues tied to performance or reliability?SalesWhich organizations that have not converted to paid are the most active?MarketingWhat should be on a performance dashboard for our account managers?Data & AnalyticsTrend key KPIs over time and flag abnormal spikes.ProductWhich cohorts have the highest week-8 retention?OperationsWhich customers are running into more bugs recently?SalesWhich accounts are a churn risk?Data & AnalyticsShow me revenue and subscription growth.EngineeringFetch IDs created in a given month for a specific provider or integration.OperationsSurface users who recently hit errors or experienced slow response times.OperationsShow customers with at least two visits or repeat usage in the last month.EngineeringHow many auth configs or connected accounts exist for provider X?ProductDid anything else spike when a specific feature usage increased?OperationsFilter paid organizations and show their current usage details.

Connect your own warehouse, or use Basedash Warehouse to visualize all your data in one place.

See all 750+ integrations

Basedash vs other Databricks BI tools

How Basedash compares to traditional Databricks dashboard tools.

Capability	Basedash	Other tools
AI-generated dashboards	Yes	No
Natural language to Databricks SQL	Yes — optimized queries	No
Time to first dashboard	Minutes	Hours to days
Unity Catalog awareness	Full support	Basic connector
Delta Lake features	Time travel, schema evolution	Limited
No-code for business users	Yes	SQL or notebooks only
Additional integrations	750+ sources	Databricks-only
Self-hosting option	Available	Rarely

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Databricks BI FAQ

What is the best BI tool for Databricks?

The best BI tool for Databricks depends on your team's needs. Basedash is designed for teams that want fast, AI-generated dashboards without heavy SQL expertise. It connects directly to Databricks SQL warehouses, generates optimized queries, and lets anyone explore data in plain English. For teams embedded in the Databricks ecosystem, native tools like Databricks SQL dashboards are also available but require more SQL knowledge.

Does Basedash copy data out of Databricks?

No. Basedash queries your Databricks SQL warehouse directly. Your data stays in the lakehouse — Basedash never copies, caches, or stores your raw data. This means no additional storage costs and your Unity Catalog permissions remain the single source of truth.

How does Basedash handle Databricks compute costs?

Basedash lets you specify which SQL warehouse to use for queries. It generates efficient SQL to minimize compute time and respects your existing warehouse auto-stop and scaling policies. You maintain full control over compute costs.

Does Basedash support Unity Catalog?

Yes. Basedash reads your Unity Catalog structure including catalogs, schemas, tables, and views. The AI uses correct three-part naming (catalog.schema.table) and respects your Unity Catalog permissions.

Can non-technical users query Databricks through Basedash?

Yes. Basedash translates natural language questions into Databricks SQL, runs the queries on your SQL warehouse, and returns visual results. Business users can explore lakehouse data and build dashboards without learning SQL or using notebooks.

We can help you migrate your data and dashboards from any other tool.