Ask your enterprise data anything.
Spreadsheets, PDFs, and documents — answered in plain English, grounded in your own files. No SQL, no dashboards, no data team.
Built on a battle-tested data stack
From upload to insight
in minutes.
No SQL. No data engineering. No dashboards to configure.
Upload your files
Excel, CSV, PDF, or DOCX — any format. Files are cleaned, converted to Apache Parquet, and indexed automatically. No preprocessing, no schema mapping.
We index & understand
The platform learns your column semantics, metrics, date ranges, and cross-file relationships — so meaning is resolved once, at ingestion.
Ask in plain English
Get grounded answers with tables and breakdowns — every figure linked back to the exact file, sheet, and row it came from.
Connect everything. Ask anything.
Every source flows into one semantic core — and out come grounded answers, dashboards, and actions.
Built for enterprise-grade data at real scale.
Enterprise-grade by design.
Isolation, access control, and a full audit trail are built into every layer — not bolted on after the fact.
Multi-tenant isolation
Every tenant is isolated by container at each layer — database rows, blob storage, search index, and cache. One tenant's data can never reach another's.
Role-based access control
Granular RBAC with per-domain scoping. Users only ever see the files and answers their role and data domains permit.
Source-cited audit trail
Every figure links back to the exact file, sheet, and row it came from — the paper trail finance and compliance teams need, by default.
PII protection
Sensitive fields are masked at the data layer, and domain access controls keep regulated data scoped to the right people.
Encrypted, immutable storage
Files land in per-tenant encrypted blob storage and are converted to immutable Parquet — analytical reads never touch raw uploads.
Enterprise authentication
JWT and OAuth2 sign-in with suppressed token logging, so credentials and access codes never leak into your logs.
Questions, answered.
Put your enterprise data to work.
Upload your files and ask your first question in minutes — no SQL, no setup, no data team required.