Bring your data into focus
Upload CSV and Excel files into a versioned workspace built for inspection, preparation, and repeatable analysis.
Your data, finally understandable
Move from raw data to confident decisions.
Prepare datasets, run transparent analysis, and turn evidence into reports in one focused workspace with grounded AI guidance.
Start with 100 free credits · No credit card required
Customer retention study
Retention analysis by plan
Customer behavior
Retention
59.8%
Change
+9.3%
Confidence
High
| Plan | Customers | Retained | Change |
|---|---|---|---|
| Enterprise | 1,842 | 72.4% | +14.8% |
| Professional | 3,106 | 61.9% | +8.2% |
| Starter | 5,214 | 48.7% | +3.6% |
A better analytics workflow
Less friction. More clarity.
Each step keeps the dataset, evidence, and decisions connected.
Follow the evidence
Use transparent statistics, visual exploration, and grounded AI guidance without losing sight of the source data.
Keep the work reproducible
Preserve dataset versions, analysis artifacts, citations, and reports so important findings remain explainable.
Built for people who need to understand data, not maintain an analytics stack
Researchers
Analysts
Students
Operations teams
Technical professionals
One continuous workspace
From raw file to defensible finding.
Each capability works against the same active dataset context, so preparation, analysis, charts, and reports stay aligned.
Data workspace
Prepare without losing history
Inspect schemas, handle missing values, transform columns, and move between dataset versions with a visible lineage.
- Typed data grid
- Version history
- Reversible preparation
Statistics
Test ideas with transparent methods
Run descriptive analysis, correlations, regressions, hypothesis tests, and diagnostics with assumptions kept visible.
- Statistical evidence
- Assumption checks
- Effect sizes
Visualization
See patterns in the same workspace
Build focused charts from the active dataset version and keep visual findings connected to their source variables.
- Exploratory charts
- Stable chart specs
- Export-ready output
Dathuma AI
Use AI with analytical context
Plan and execute guided or autonomous analysis while preserving tool results, warnings, limitations, and citations.
- Guided analysis
- Full analysis
- Grounded synthesis
Grounded by design
Findings keep their evidence attached.
Dathuma keeps dataset versions, tool executions, artifacts, warnings, and citations connected throughout the analysis. AI synthesis works from those persisted results instead of inventing a separate story.
Version lineage
Tool metadata
Artifact references
Resolvable citations
Finding provenance
Customer retention · final synthesis
Finding
Retention improves most strongly for enterprise customers after the third active month.
Dataset
Version 4
Method
Cohort analysis
Artifact
retention-03
Citation
Table 2
Evidence statusFully grounded
Your next insight starts here.
Create a workspace, upload your first dataset, and keep every finding connected to its source.