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Vibe Coding
for BI Dashboards

Build interactive business intelligence dashboards with conversation — not manual chart builders or SQL.

squadbase.dev

ExcelDashboard

Build and update dashboards by conversation, not by SQL.

How It Works

01

Connect your data

Link spreadsheets, databases (Postgres, Snowflake), or SaaS sources (Salesforce, Notion). Squadbase ingests and understands your schemas dynamically.

Connect your data visualization
02

Describe your analysis

Tell the AI what you want to explore in plain English. It generates queries, visualizations, and a dashboard layout.

Describe your analysis visualization
03

Share and iterate

Dashboards are interactive, shareable, and version-controlled through GitHub — so your team can explore and refine collaboratively.

Share and iterate visualization

Designed and Optimized for BI

Connect anywhere

Add any data connection with setting environment variables. Squadbase automatically understands schemas and sets up secure connections in seconds.

  • Excel, Jupyter Notebook, and other static files.
  • Postgres, Snowflake, and other databases.
  • Salesforce, Notion, and other SaaS APIs

Keep the analyst in control

Unlike "black-box" AI dashboards, Squadbase keeps you in the loop. You see and refine every chart, query, and insight the AI creates — no surprises, full accuracy.

  • Review and edit AI-generated queries
  • Interactive, conversational debugging
  • Real-time feedback for better dashboards

All-in-one Data Flow

From connection to visualization — everything happens in one continuous flow. No switching tools, no broken pipelines. Just one conversation, one dashboard.

  • Unified workflow from connection to visualization
  • No separate tools for prep, query, or dashboarding
  • Continuous data context — no reloading or broken pipelines

Natural Language to BI

Enter conversational prompts and get real dashboards. No SQL required to start — just describe what you want to analyze.

  • Purpose-built for BI data sources like SQL, Excel, and SaaS APIs
  • Generates readable, editable code — not black-box results
  • Optimized for dynamic charts and operational dashboards

$0 for viewers

Share dashboards securely with anyone in your company — no per-viewer fees. Let every viewer become a creator whenever they're ready.

  • Unlimited view access
  • Secure sharing with role-based permissions
  • Seamless upgrade from viewer → creator

Version Control & History

Every dashboard, query, and visualization is version-controlled through GitHub integration. Track changes, roll back when needed, and collaborate with confidence.

  • Full version history for all dashboards
  • GitHub integration for code-level transparency
  • Collaborative workflows with pull requests

Scalable & High-Performance

Adjust server specifications on-demand to match your workload. From lightweight queries to heavy data processing, scale resources dynamically without infrastructure management.

  • On-demand server spec adjustments
  • Auto-scaling for peak workloads
  • No infrastructure management overhead

Secure and scalable. Operate with confidence.

SOC2 Type 1 Certified
SOC2 Type 1 Certified

Industry-standard security certification ensuring your data is protected

Scalable Infrastructure

Auto-scaling servers that grow with your team's needs

Automated User Logging

Comprehensive activity tracking and audit trails for compliance

Secure by Default

Built-in user authentication protecting your deployments from day one

Frequently Asked Questions

Getting Started

Vibe coding lets you build dashboards by describing what you want in natural language instead of manually assembling charts — Squadbase AI interprets your intent and generates code and visualizations.

No — you can start with just conversational prompts. Squadbase generates queries and visualizations that you can review and refine.

Yes. Our AI ingests even messy spreadsheets and guides you via chat to visualization and sharing. It's designed for a fast "Excel → Dashboard" first run.

You can define metrics, filters, grain, chart types, and conditional logic. The generated SQL/Python and visuals are shown for inspection and edits.

Yes—import SQL snippets or Jupyter code and reuse them from chat. Great for gradual migration.

Data & Security

SaaS apps (e.g., Salesforce/HubSpot/GA), DWHs (e.g., Snowflake/BigQuery), and spreadsheets (Excel/Google Sheets). We'll extend connectors as needed.

Role-based access control (RBAC) manages view/edit permissions. Sharing can be restricted to invited users only.

Jobs run in authenticated sandboxes, orchestrated per user/request to ensure safe execution.

AI & Quality

It's not a black box—this is human-in-the-loop. You see code and charts, so you can validate and correct along the way.

We expose intermediate outputs (SQL/Python and visuals) so you can validate, adjust, and rerun quickly.

Designed for millions of rows. We encourage a summary/sample workflow with the option to switch to full runs.

Collaboration

Yes — dashboards are shareable with role-based permissions, and viewer licenses are free. Access is controlled and audit logs are available.

Yes. We provide a free viewer tier to encourage organization-wide adoption.

One-click secure sharing after creation—no external file hand-offs or separate deployments required.

Version tracking and rollback for dashboards/code are planned. We'll update the spec at launch.

Migration

Start by running in parallel. Let Squadbase handle bottlenecked areas (speed/flexibility) and shift weight over time.

Those tools favor exploratory analysis; Squadbase is optimized for building, distributing, and operating production dashboards.

Squadbase is purpose-built for BI dashboards and analytics with secure sharing, version control, and transparent code — not generic app prototyping. While Replit and Lovable target apps and websites, Squadbase focuses on data connections, permissions, and operational dashboards.

Pricing

Paid Creator seats + free Viewer tier, with metered AI/compute usage where applicable.

Yes—start with one Creator seat and a few Viewers, then expand by team or department.

Governance

We design for least privilege, isolated execution, RBAC, and audit logs. Full details will be in our security whitepaper.

Conversational fixes plus BI-tuned templates/agents help you recover quickly from schema drifts.

Success

A classic: spin up an "Excel → Revenue dashboard." Sharing to Viewers spreads adoption and converts creators.

Start with a RevOps analyst who's reverted to Excel due to slow BI updates—wins there spread organically.