Trust score on every answer
A clear High, Medium, or Low badge with a concise rationale, so you know when to ship a number and when to double-check.
Learn more ↗Reliable AI analytics
Ask your data
like a teammate.
Connect any warehouse, ask in plain English, and get back a result table, the exact SQL, proof of source and a trust score — every single time.
Which plan drove the most net-new ARR last quarter?⏎
Net-new ARR · Q3$1.42M▲ 18.4% QoQ
High trust
By plan
StarterTeamGrowthScale
Generated SQL read-only · validated
SELECT plan_name, SUM(mrr_delta) * 12 AS arr
FROM billing.subscription_events
WHERE occurred_at >= '2026-04-01' GROUP BY 1billing.subscription_eventsdim.plans3 columns
plan_namenet_new_arraccountsqoq
Scale$612,40038+31.2%
Growth$448,900104+19.7%
Team$261,100286+8.4%
Starter$97,600741−2.1%
Every answer ships with its receipts.
Works with your stack
Connects to the warehouses
your team already runs.
Point it at a connection string and it discovers the rest. Read-only, in place, with no pipeline to build and nothing to copy out.
PostgreSQL
MySQL
MS SQL Server
Oracle SQL
Read-only credentialsWe only ever ask for a SELECT-scoped user. Nothing we generate can write.
Schema indexed on connectEvery table, column and relationship mapped in under a minute.
No data leaves your regionQueries execute against your warehouse, in place, where it lives.
Why teams trust it
Correctness is a
first-class citizen.
Most “chat with your data” tools optimize for the demo. We optimize for the Monday-morning board meeting — where someone will ask where the number came from.
VALIDATEDSELECTSAFE TO RUN
Proof of source
Every answer ships with the exact tables and columns it touched. No black boxes or hand-waving.
Learn more ↗Read-only by design
Generated SQL is validated as safe SELECTs, capped at 1000 rows and 30 seconds. Customer data is never written to.
Learn more ↗The loop
From “I wonder…” to a
defensible answer in seconds.
Every accepted answer joins your question library, so the next person who asks gets it instantly: verified, cached, and trusted.
01
ConnectPoint at your warehouse
Connection string or host and port. We test it, discover every table, and index the schema for retrieval.
02
AskType a question
Type-ahead suggests proven questions from your library. Hit enter and we generate validated SQL.
03
VerifyRead the proof
Result table, exact SQL, tables and columns touched, plus a trust score with a one-line rationale.
04
OperationalizePin & schedule
Pin to the Insights dashboard, schedule the question to re-run, or push feedback to retrain the answer.
Built for daily use
A workbench, not a chatbot.
Everything analysts and operators expect: keyboard-first, dense where it should be, quiet everywhere else.
What are our top 10 customer segments by expansion revenue? ↵
Trust scoreHigh ●Matched 4 verified queries
Question library
Seeded from your schema, grown by your team. Type-ahead in the ask box.
Charts & Insights
Toggle stat, bar, line. Pin any answer to a live dashboard.
Schedules
Re-run any question hourly, daily, weekly with last-run status surfaced.
Activity feed
Every question across every source, with trust score and cached flag.
Feedback loop
Upvote, downvote, and suggest a fix. Corrected SQL replaces the cached answer.
Command K everywhere
Jump between sources, ask boxes, pins, and schedules in one keystroke.
Does my data ever leave my infrastructure?
No. Queries execute against your warehouse, in your region. We send the schema — table and column names, types, and relationships — to generate SQL; rows stay where they are.
What stops it from writing to or dropping a table?
We ask for read-only credentials, and every generated statement is parsed and validated as a single SELECT before it runs. Anything else is rejected, not executed. Queries are also capped at 1000 rows and 30 seconds.
How is the trust score calculated?
It weighs schema coverage, join ambiguity, whether the question matches a previously verified answer, and how much the model had to infer. Each score comes with a one-line rationale you can read in two seconds.
What happens when it gets an answer wrong?
Downvote it and suggest a fix. The corrected SQL replaces the cached answer and joins your question library, so the next person to ask gets the verified version instantly.
Do I need a semantic layer or dbt models first?
No. We index whatever schema you point us at. If you already have dbt models or a semantic layer, we read the descriptions and use them to sharpen results.
Start with one question
Stop guessing what
your data actually says.
Connect a database in three minutes. Ask your first question. Walk away with an answer your CFO will defend.
No credit card · Read-only access · Cancel anytime