Vol. I — Editorial AI Data Workspace

Turn raw data into an editorial canvas.

Upload CSVs, explore interactive grids, render live charts, and research your dataset alongside an inline AI Curator Sidekick.

0ms

Client Cold-Start

100%

Postgres RLS Private

Instant

CSV & Recharts Engine

AI

Curator Sidekick

Interactive Playground

Test Datafy Live in Your Browser

Experience cell selections, column sorting, dynamic chart generation, and inline AI curator responses without signing up.

Global Tech & Economy(6 Rows × 5 Cols)
Click any cell to highlight context
#
Country
GDP_Billions
Growth_Rate
Tech_Index
RD_Percent
1United States26,8542.594.23.4
2China17,7345.288.52.4
3Germany4,4561.3913.1
4Japan4,2121.989.43.3
5India3,7307.284.10.7
6United Kingdom3,3320.590.22.9
Select row #1 — Click a numerical cell to compute dynamic column summary statistics.Live Engine

AI Curator Prompt Recipes

Click any of the pre-configured analysis prompts below to see how Datafy evaluates numerical metrics and writes editorial insights.

Editorial Synthesis OutputMarkdown Ready

"India leads all economies in GDP growth rate at 7.2%, significantly outperforming mature markets (US: 2.5%, Germany: 1.3%). While its current Tech Index (84.1) trails the US (94.2), rapid tech ecosystem expansion and demographic dividends drive aggressive growth."

Context: Global Tech & Economy
Core Architecture

How Datafy Works

From raw CSV paste to editorial insights in four seamless steps.

01. INGESTION

Instant Raw CSV Parsing

Zero server round-trips. Immediate client-side schema inferencing.

Datafy ingests any raw `.csv` or tab-delimited file instantly in client memory. Headers are automatically parsed, numerical fields are typed, and edge-cases like missing values or formatted currencies are cleaned seamlessly.

Client-side zero-latency Papaparse engine
Automatic data-type coercion (Numeric, Text, Date)
Handles 50,000+ row datasets in milliseconds
System Architecture Spec
// Auto-detected schema from dataset
const dataset = parseCSV(rawInput);
// Result: 6 Columns, 250 Rows
// Types: { Country: "string", GDP: "number", TechIndex: "number" }
CSV Ingestion EngineStatus: Active
Parsed Dataset:global_market.csv
Total Rows:1,240 Rows
Detected Columns:12 Numeric, 4 Text
Parse Time:0.4ms (Client-Side)

Zero-Server Data Privacy

Your raw CSV data stays inside browser memory until you choose to ask the AI Sidekick.

Capability Suite

Built for Rigorous Research

Everything you need to parse, visualize, and persist data sessions seamlessly.

Instant CSV Ingestion

Drag and drop any raw `.csv` file or paste tab-delimited text. Auto-detects schema, data types, row counts, and numerical columns instantly.

Spatial Context Selection

Click individual cells, rows, or columns to isolate context. Datafy builds focused spatial payloads so AI responses pinpoint exact metrics without hallucination.

Dynamic Recharts Graphics

Render interactive Bar, Line, Area, and Pie charts directly from table selections or AI prompt commands with full SVG tooltip interactivity.

AI Curator Sidekick

Ask questions in natural language. Receive formatted markdown summaries, statistical explanations, formula verification, and recommended next steps.

Supabase RLS Persistence

Sign in to save your datasets, chat threads, and visualizations safely to your personal cloud account powered by PostgreSQL Row Level Security.

Editorial Noir Aesthetics

Crafted with Cormorant Garamond typography, gold foil accents, dark museum contrast, and micro-animations for an executive-grade experience.

Ready to Begin

Experience the Editorial Data Workspace

No configuration required. Launch the workspace and start exploring your data in seconds.