One Workbench, Two Modes

One Workbench,two ways to work with intelligence

Use the general assistant for planning, drafting, and framing the problem. Switch to Data analysis when the answer must stay grounded in files, databases, and visible evidence.

  • General assistant and Data analysis keep separate context on purpose
  • Upload, database connection, and source setup belong only to Data analysis
  • Results, charts, and follow-up context stay reusable inside one Workbench
Tukun Workbench

Turn next week's business review into five discussion tracks and draft the opening email.

Structured outline

Start the review with three focused discussion blocks

  • Channel efficiency and promo dependence
  • New vs returning customer mix
  • Anomalies worth validating next week
No bound data contextBest for outlining and writingSwitch to Data analysis anytime

Using revenue.csv and Northwind PostgreSQL, determine whether the last 90 days of GMV decline are structural or just promotional noise.

Analysis result

The decline comes mostly from promo pullback, not a collapse in core demand

  • Align GMV scope and the 90-day comparison window first
  • After channel decomposition, the drop is concentrated in promo pullback
  • Next follow-up should test promo dependence against baseline demand recovery
Explicit evidence boundaryFollow-up stays groundedReusable as cards / reports
Send a file, table, or analysis question.Start with what you want to work through.
Why Tukun

Turn one question into analysis work the team can actually reuse.

Keep the question, evidence, and reusable result moving forward inside one workbench.

Semantic-first

Align business meaning, metric definitions, and data relationships before analysis starts.

Evidence-aware

Expose what supports the answer and where the evidence is still thin instead of smoothing over gaps.

Reusable outputs

Keep results, charts, and follow-up context in one place so teams can continue the work later.

Analysis Loop

From source connection to reviewable conclusion, the path stays continuous.

From source connection to follow-up, the analysis keeps moving along one continuous path.

01

Bring in files or governed databases

Start from CSV, Excel, or a connected warehouse inside the same Workbench.

02

Bind source and semantic context

Data analysis keeps its own source context so follow-up turns stay grounded without restating everything.

03

Return evidence-aware analysis

Use available semantics and sources to produce conclusions, charts, tables, and visible limitations together.

04

Land reusable assets

The result becomes something teams can review, share, and continue instead of a disposable answer.

Start Here

These are practical ways to get started

Some tasks start with framing the problem. Others start directly from files, tables, and analysis questions.

Business review

Help me structure the five questions we should open with in this week's growth review.

Start in the general assistant, then move into data analysis once the frame is clear.

Quick file analysis

Upload a CSV and explain which channels are driving order decline.

Jump directly into Data analysis with the file bound as visible context.

Database follow-up

Break down gross margin change by region and category, then find the turning points.

Reuse the connected database and semantic context across follow-up turns.

Report handoff

Turn this analysis into a concise conclusion summary and next actions.

Keep the evidence path attached while landing outputs closer to a report artifact.

Pricing

Choose the plan that fits your analysis workflow.

Tukun currently supports Free and Pro checkout, with Max shown as a preview for heavier usage and higher credit budgets.

Personal plan

Free

$0 / month
One-time 500 credits

A simple way to start with Tukun

  • Best for low-frequency trials
  • Models: DeepSeek V4 Flash, GPT-5.4 Mini, and Gemini 3 Flash
  • 500 credits, valid for 3 months
Personal plan

Pro

$20 / month
Prices exclude taxes, levies, and duties.
Extra 2,000 credits for the first month

The core plan for individual users

  • Built for everyday usage
  • Includes 15,000 credits/month
  • Models: DeepSeek V4 Flash, GPT-5.4 Mini, Gemini 3 Flash, DeepSeek V4 Pro, GPT-5.4, GPT-5.5, and Gemini 3.1 Pro
Personal plan
Coming soon

Max

$100 / month
Prices exclude taxes, levies, and duties.
Planned for heavier usage

Built for more complex, frequent analysis after launch

  • Includes 80,000 credits/month
  • Models: DeepSeek V4 Flash, GPT-5.4 Mini, Gemini 3 Flash, DeepSeek V4 Pro, GPT-5.4, GPT-5.5, and Gemini 3.1 Pro
  • Starts from GPT-5.5 and fits complex, heavy usage

Make data analysis smarter

From problem framing to source-aware analysis and reusable outputs, keep each step moving more smoothly inside one workbench.