The Interface

A complete analytics workspace. Chat with AI, manage datasets, discover tools, run analyses, and search your organizational knowledge—all in one place.

Dataset Management

Upload CSV or Excel files, see dimensions and metadata, select datasets for analysis. All data is encrypted and private.

Natural Language Chat

Ask questions in plain English. The AI understands your intent and selects the right statistical tools automatically.

Analysis Tools

Regression, classification, time series, clustering, hypothesis testing—professional statistical methods at your fingertips.

Datasets

Your Data, Organized

Upload datasets and see them instantly analyzed. View column types, row counts, and which tools are compatible—before you even ask a question.

  • Drag & Drop Upload

    CSV, Excel, or paste a URL. Data is encrypted in transit and at rest.

  • Automatic Profiling

    See column types, missing values, and basic statistics instantly.

  • Smart Tool Matching

    Compatible tools ranked by how well they fit your data structure.

Chat + Analysis

Ask Questions, Get Answers

Describe what you want to know in plain English. Watch the AI select tools, run analyses, and synthesize findings into actionable insights.

  • Model Selection

    Choose Claude Haiku (fast) or Claude Sonnet (powerful) based on task complexity.

  • Live Tool Execution

    Watch analyses run in real-time with status indicators and expandable details.

  • Shareable Reports

    Every analysis generates a professional report. Share via link—no login required.

Tools & Reports

Everything at a Glance

The context panel shows compatible tools, past reports, and semantic search across all your analyses. Build organizational knowledge over time.

  • Tool Discovery

    Browse tools ranked by compatibility with your current dataset.

  • Report History

    Every analysis is saved. Filter by date, tool type, or status.

  • Semantic Search

    Ask "What do we know about churn?" and find insights across all past analyses.

How It Works Together

A typical workflow from question to insight

1

Upload your data

Drag and drop a CSV or Excel file. It's instantly profiled and compatible tools are identified.

2

Ask your question

Type naturally: "What factors predict customer churn?" The AI understands your intent and data.

3

Watch the analysis run

Tool cards show Pending → Running → Complete. Results generate shareable reports with visualizations.

4

Build knowledge over time

Every analysis is indexed. Use semantic search to find insights across all your past work.

Try the Interface

Upload a dataset, ask a question, and see professional analytics in action.