AI-Powered Data Intelligence

Ask your data anything

Ask naturally. Get answers grounded in your own data.

Your agent reads the files you already use, then searches, joins, and analyzes them for you.

CSV PARQUET JSON MARKDOWN Evidence-backed
tag query agent
What were our top 5 products by revenue last quarter?
▸ scanning erp/orders/orders_2024_q4.csv
▸ joining with products/catalog.csv
▸ aggregating revenue by product...
Based on Q4 2024 order data joined with the product catalog, the top 5 products by revenue were...
Built differently

Serious analysis, without the busywork.

A secure, tool-equipped agent that handles the technical details while you stay focused on the question.

Isolated

Sandboxed Execution

Every query runs inside an isolated Docker container with read-only access to your data. DuckDB, ripgrep, Python — pre-installed and ready.

Read-only · 512MB sandbox · Auto-cleanup

Cross-Source Synthesis

Complex queries join catalogue, sales and document sources into a single answer.

Multi-Format Data

CSV, Parquet, Markdown, JSON — the agent picks the right tool for each format.

Self-Evolving Intelligence

The agent remembers context, refines its own prompts through git-backed evolution, and consolidates knowledge overnight — getting sharper with each conversation.

How it works

From raw files to clear answers.

No schemas to configure or dashboards to build. Just bring your data and start asking.

01

Upload your data

Drop CSV, Excel, PDF, or Markdown files. They're automatically converted, classified, and organized into queryable folders.

02

Ask a question

Type naturally. The agent figures out which files to read, what queries to run, and how to join data across sources.

03

Get real answers

Watch the agent work in real-time — every bash command, every query, every finding streamed live to your screen.

Your query agent is ready

Turn your next question into a real answer.

Bring your files. Ask in plain language. Let the agent do the searching, joining, and analysis for you.

Set up in minutes Read-only by design