Dashboards You Can Actually Trust

Connect your databases. Build dashboards with natural language. Share with your team — governed by your semantic layer, not guesswork.

How Workshop creates trusted dashboards

Connected to your data, governed by your semantic layer.

Secure connections to your data, tools, and AI

Connect Workshop to the systems that actually power your work—without exposing credentials or copying data into prompts.

  • Databases, files, APIs, and internal tools
  • Centralized secrets and permissions
  • Real execution, not pasted context

Explore, analyze, and reason in one place

Use natural language to research, analyze data, plan next steps, and generate visualizations—without losing context between actions.

  • Query databases with natural language
  • Generate charts and visualizations inline
  • Full context preserved across analysis steps
User avatar
User
interactively research my data tables in BigQuery. I want to tie together the relevant quickbooks export, customer, and billing data tables to determine CAC and LTV by weekly cohorts.

I'll connect to your BigQuery data warehouse and explore the available tables.

Found 3 relevant tables. Let me inspect their schemas to understand the data structure.

The quickbooks_export table contains marketing spend by channel. Let me sample recent data.

Now I'll calculate Customer Acquisition Cost (CAC) by weekly cohort by joining marketing spend with new customer signups.

Excellent progress - CAC is trending down. Now let me calculate 6-month LTV for each cohort.

Here's how your unit economics have evolved across cohorts:

CAC & LTV by Weekly Cohort

And the LTV/CAC ratio - the key metric for sustainable growth:

LTV/CAC Ratio by Cohort

Key Insights:

  • CAC decreased 23% over the 8-week period ($60 → $46)
  • Week 3 cohort (Oct 21) has highest LTV at $247
  • LTV/CAC ratio improved from 3.0x to 4.0x
  • Recommendation: Google Ads shows best ROI - consider increasing budget allocation
Ask follow-up questions or request deeper analysis...

Analytics you can actually trust

Workshop integrates with your semantic layer and transformation framework. Data review agents verify outputs before they reach stakeholders. Your analytics engineers always have visibility — and remain the arbiters of truth.

  • Native support for dbt, SQLMesh, and Dagster
  • AI-powered data review agents for verification
  • Analytics engineers stay in control

From questions to production dashboards

Workshop writes, runs, and iterates on real code — turning data questions into interactive dashboards and reports you can share and ship.

  • Interactive charts, filters, and drill-downs
  • Scheduled reports and data applications
  • Live previews as you build
Knowledge Graph Explorer - Interactive node visualization

One-click deploy to production

Deploy dashboards with live database connections to serverless infrastructure — no DevOps, no environment management.

  • FastAPI backend for server-side data processing
  • Secure database connections in production
  • Scale-to-zero, pay only when active
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Any Database

Share confidently with your team

Every app includes built-in authentication and access control—so sharing is safe by default.

  • Restrict access to specific users or teams
  • Unlimited viewers
  • Guaranteed auth, not "vibe-coded"

Cloud dashboards. Local data control.

Use Workshop Cloud to build and share dashboards instantly. Use Workshop Desktop when you need local database access, private datasets, or data that can't leave your machine.

  • Connect to local and on-premise databases
  • Work with private datasets securely
  • No data upload required

"Workshop is the best. It. just. works."

... and other love for Workshop

"Oh my god! You guys are the best so far in my experience. I've tried lovable, bolt, databutton, Rork, Base 44, and another one that YC is sponsoring, but it sucks. So believe me when I say you guys are the best! Keep up the great work!"
Photo of James Sanders
James Sanders
Oh my god! You guys are the best so far in my experience. I've tried lovable, bolt, databutton, Rork, Base 44, and another one that YC is sponsoring, but it sucks. So believe me when I say you guys are the best! Keep up the great work!
Photo of James Sanders James Sanders
Workshop seems to be, so far, exactly what i've been looking for. i was able to use it to prototype my dream note taking app in one morning. It's very impressive.
Photo of @IronPikachu @IronPikachu
Out of all of them i tried. workshop can build any app in any language. Its also great at reverse engineering android apps and making alternative versions with more functions than the original
Photo of @ConstantGlobal3961 @ConstantGlobal3961
Just found workshop last night. Absolutely blown away so far. Ive tried to build this MVP on a number of tools and didnt even get close, if I did, design was not usable
Photo of Emile van Zyl Emile van Zyl
Yo Workshop is Filthy. It one shot a Soundcloud to wav downloader that I'm using to build a DJ set for my friends wedding
Photo of Billy Howell Billy Howell
[Workshop] is becoming part of my team. From 5-minute tasks to 40-hour planning, development, and execution. It's starting to give me superpowers
Photo of Matt McQueen Matt McQueen

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