The Interface

Upload your data, chat with an AI agent, discover compatible tools, run analyses, and view results as interactive cards, full reports, or shareable PDFs.

Dataset Management

Upload CSV files, tag and filter datasets, preview sample rows, and see which tools are compatible — before you ask a question.

AI Agent Chat

Describe what you want in plain English. The agent checks your schema, selects the right tool, runs the analysis, and explains the results.

Three Output Formats

View results as interactive card slides, a full shareable report, or a pixel-perfect PDF — all from the same analysis.

Datasets

Your Data, Organized

Upload a CSV, tag it, preview sample rows, and see compatible tools ranked by fit — all before asking a single question.

  • Upload & Tag

    Drag and drop CSV files. Tag datasets as Demo, Production, or custom labels. Filter by date range.

  • Inline Data Preview

    See 20 sample rows with column headers, row counts, and dimensions right in the data tab.

  • Smart Tool Matching

    5-signal ranking scores every tool against your data structure, types, and domain. See compatibility percentages.

Chat + Analysis

Ask Questions, Get Answers

Describe what you want to know. The agent checks your schema, picks the right tool, runs it, and explains the results with tables and visualizations inline.

  • Model Selection

    Choose Claude Haiku 4.5 (fast, cost-effective) or Claude Sonnet (deep reasoning) per conversation.

  • Live Progress Tracking

    Watch each phase complete in real-time — schema check, preprocessing, analysis, report generation — with a 6-phase progress bar.

  • Shareable Reports

    Every analysis generates a full report, card slides, and PDF. Share via token link — no login required for viewers.

Tools & Reports

Everything at a Glance

Five tabs give you full context: compatible tools, datasets, search results, report history, and interactive card slides — all without leaving the workspace.

  • Tool Discovery

    Filter by category and domain. See compatibility scores, lock status, and "Why this tool?" explanations for each module.

  • Report History

    Every analysis is saved with status, duration, and report ID. Filter by date range or jump directly to card slides.

  • Card Viewer

    Navigate results card by card with prev/next controls, an insights panel, and one-click PDF export.

How It Works Together

A typical workflow from question to insight

1

Upload your data

Upload a CSV file. It's instantly profiled — see row counts, column types, and a sample data preview. Compatible tools are ranked automatically.

2

Ask your question

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

3

Watch the analysis run

A 6-phase progress bar tracks every step. Results appear inline as tables and insights. View the full report, card slides, or download a PDF.

4

Build knowledge over time

Every analysis is indexed and searchable. Ask "What do we know about churn?" and surface insights across all past work.

Try the Interface

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