Verifiably honest AI analytics

Every number, traced back to the data.

Upload your data, ask questions in plain language, and get AI-narrated answers where every figure is provably traced to a real query result — never guessed from context.

Get started See how it works

A report from Groundwork

This quarter, drove revenue of .

Every highlighted figure is clickable — each one is traced to the exact query result that produced it.

How it works

Groundwork separates planning from answering: the model writes SQL against a real engine, and narrates only over what that engine actually returned.

Step 01

Upload your data

CSV, Excel, Parquet, or SQLite. Groundwork profiles it and flags sensitive columns before anything else happens.

Step 02

Ask in plain language

Groundwork writes and runs real SQL against your data — the model never answers from data stuffed into its context.

Step 03

Trace every number

Each figure links to the query and the source rows behind it. Wrongness is visible, never hidden.

Pricing

Every plan includes the full core loop and every verification and trust layer — tiers gate usage volume and convenience, never honesty.

Free

per month · pay-as-you-go overage beyond the included allotment

For occasional individual use — the full core loop at real but low volume, not a crippled trial.

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Pro

$29

per month · or $290/year · overage beyond a larger allotment

For working analysts — higher usage ceilings and the export/workflow features a regular user relies on.

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Team

$79

per month · up to 3 members · $15/mo per additional member · pooled allotment

For teams — shared workspace access and pooled usage across a department, without an enterprise tier.

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