Chat with data

Drop raw data. Walk away with knowledge you can talk to.

Messy files go in. Queryable SQL, a knowledge graph, and a guided wiki come out. Then you just ask.

0plus · chat with data0 external calls

analyst

ما هو إجمالي المبيعات حسب المنطقة هذا الربع؟

0plus

Sales by region this quarter: Riyadh leads at 38%, up 6 points on the last quarter. The full SQL and lineage are in the tabs above.

raw_files→sales_cleansales_clean→sales_starengine: in-perimeter

-- generated in-perimeter. never leaves.
SELECT region,
       SUM(amount)                    AS total_sales,
       RANK() OVER (ORDER BY SUM(amount) DESC) AS rk
FROM   sales_star
WHERE  quarter = '2026-Q2'
GROUP  BY region
ORDER  BY total_sales DESC;

dialect: ansi sqlruntime: 0.4s localegress: none

lineage: sales_star ← raw_files0 external calls

How messy files become answers.

Drop the files

Spreadsheets, exports, PDFs, and Arabic documents, in any state. No preparation needed on your side.

xlsxcsvpdfdocx

Clean and relate

The super pipeline fixes formats, removes duplicates, validates quality, and discovers how your tables relate to each other.

Three shapes of knowledge

The result lands as queryable SQL for analysts, a knowledge graph for relationships, and a guided wiki for everyone else.

sql warehouseknowledge graphguided wiki

Chat and decide

Ask in Arabic or English and walk decision paths. Every answer opens into its SQL and its lineage, so trust is built in.

Answers that show their work.

A chat you can't verify is a liability. Every reply carries the query it ran, the tables it touched, and the language you asked in.

The exact SQL

One tap opens the generated query, ready to copy into your warehouse or hand to an analyst.

SELECT region, SUM(amount)
FROM sales_star GROUP BY region;

The full lineage

From the raw file to the answer, every transform is named and traceable in the audit log.

raw_files→sales_cleansales_clean→sales_starsales_star→answer

Your language, either way

Ask in Arabic, read in English, or the other way around. Regional terminology is understood, not transliterated.

ما أعلى المناطق نموًا؟top regions by growth