Tableau AI Generation · Open Source

AI generates Tableau files,
humans ship dashboards faster

Describe what you need in plain language. cwtwb generates .twb dashboards, cwprep generates .tfl data flows — so BI teams can accelerate dashboard development, formatting, layout work, and Prep flow delivery without starting from a blank canvas.

Openable .twb/.twbx and .tfl/.tflx files

Built for BI teams, consultants, and data teams

Use Claude, ChatGPT, Gemini, DeepSeek, or your own MCP-compatible model

Book a Tableau automation demo See high-intent scenarios

cwtwb Generation Demo

cwprep Flow Demo

Built for the people who still own Tableau delivery

Datacooper does not replace BI teams. It removes the repetitive file-building work around dashboards and Prep flows, so specialists can focus on requirements, analysis, review, and client delivery.

Tableau consulting teams

Turn repeatable client dashboard requests into reusable generation workflows, then spend more time on analysis and stakeholder review.

Enterprise BI teams

Accelerate internal dashboard packs, style changes, layout adjustments, and data source migration without asking senior Tableau builders to redo the same work.

Data and governance teams

Generate Tableau Prep flows with SQL visibility, local execution options, and a clearer path for audit and handoff.

Where Datacooper creates leverage first

Start with high-friction Tableau work where human judgment matters, but the mechanical file-building work should be automated.

Bulk dashboard generation

Create dashboard variants for regions, stores, clients, or departments while preserving a consistent workbook structure.

Fast formatting and layout

Apply consistent sizing, containers, chart positioning, brand colors, labels, and layout rules from repeatable instructions.

Workbook migration and reuse

Update existing TWB/TWBX workbooks when fields or data sources change instead of rebuilding dashboards from scratch.

Prep flow generation and review

Describe cleaning steps in text, generate Tableau Prep files, and review transformation logic through SQL-oriented output.

Read the scenario playbook

Proof first, then a focused pilot

Start from one repeatable Tableau workflow, review the generated files, and decide what should become automation.

Dashboard Generation

200 custom dashboards built automatically — each one opened straight in Tableau

A retail group needed 200 custom dashboards fast. Using cwtwb's guided flow, they described what each dashboard should show, confirmed the layout, and generated .twbx files ready to publish. Delivery cost dropped 80%.

Data Pipeline

Built an entire data cleaning pipeline from prompts — no GUI required

A finance team replaced their manual Tableau Prep work with cwprep. They described the cleaning steps in text, got .tflx files that opened directly in Tableau Prep, and had a full SQL audit trail for compliance review.

What a pilot can look like

For consulting and enterprise teams, the first conversation should answer whether your Tableau workflow is a good automation candidate.

1Share one dashboard or Prep flow scenario.
2Confirm data source, layout, formatting, and review constraints.
3Generate a sample workbook or flow package for Tableau review.
4Decide what should stay human-led and what should become repeatable automation.

Voices from the Tableau Ecosystem

Industry leaders who helped shape Tableau share their perspective on where BI automation is headed.

Executive Endorsement

Matthew Miller

VP of Product @ Tableau

The transition from GUI-based manual labor to code-level orchestration is the next frontier for BI. Datacooper provides the engineering rigor that modern enterprises desperately need.

Executive Endorsement

Elif Tutuk

Senior VP of Product @ Tableau

Tableau's DNA has always been about the intersection of data and design. Datacooper honors this by ensuring that automation doesn't sacrifice the 'pixel-perfect' beauty of the final dashboard.

Core Capabilities

Dashboard Generator (cwtwb)

Describe your dashboard. Get a .twb file you can open in Tableau.

Guided step-by-step: confirms your data, layout, and charts before generating anything — no surprises.
Outputs standard .twb and .twbx files (including embedded data) that open directly in Tableau Desktop.
Validated against Tableau's official schema so files always open without errors.

Data Flow Generator (cwprep)

Describe your data pipeline. Get a .tfl file you can run in Tableau Prep.

Generate complete data cleaning flows from text — no drag-and-drop in the Tableau Prep GUI needed.
Outputs .tfl and .tflx files that open and run directly in Tableau Prep, no plugins required.
Every step is translated to standard SQL — easy to review, audit, and hand off to your DBA.

Datacooper Blog

2026-05-01

AI generates Tableau files,
humans ship dashboards faster

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