Metabase Automation
There are four questions called “Revenue”, and the one feeding the exec dashboard is the one nobody remembers writing.
A BI tool is only as trustworthy as its housekeeping. AI agents search your Metabase collections, tell you which cards actually feed a dashboard, and build the question you asked for from the real table schema — with your approval before any card or dashboard changes.
You
Ask in plain language, get the real numbers
Your agent queries Metabase itself rather than guessing, and shows you what it ran.
Connect Metabase
One click, read access first. Your agent can see the same data you can and nothing you can't.
Ask the question you actually have
No query language and no dashboard hunting. The agent works out which Metabase data answers it and goes and gets it.
Check the working, then share it
You get the answer along with what it queried, so you can sanity-check the number before it goes in front of anyone.
What your agent can pull from Metabase
- Run a dataset query and return the result
- Create, copy, and update questions from the live table schema
- Assemble a dashboard out of existing cards
- Search collections to work out which card feeds what
- Report the databases, tables, and columns available to query
Reporting that stops landing on you
The reports someone rebuilds every week, assembled from the source each time.
Your agent searches every collection for cards with the same name or the same query shape, and tells you which of them a dashboard actually depends on.
Your agent reads the table schema first, writes the query against real columns rather than assumed ones, and saves it as a draft card for review.
Name the metrics that matter to them. Your agent finds the cards that already exist, writes the missing ones, and lays them out in a new dashboard.
Three things worth asking on Monday morning
Find the duplicate questions
Your agent searches every collection for cards with the same name or the same query shape, and tells you which of them a dashboard actually depends on.
Build a question from a plain-English ask
Your agent reads the table schema first, writes the query against real columns rather than assumed ones, and saves it as a draft card for review.
Assemble a dashboard for a new team
Name the metrics that matter to them. Your agent finds the cards that already exist, writes the missing ones, and lays them out in a new dashboard.
Teams without an analyst on call
Teams whose analyst left
The dashboards still work but nobody can safely change them. Your agent can read the collections, explain what a card queries, and write the next one — so the instance keeps evolving rather than being frozen.
Ops leads answering the same question weekly
Someone asks for a cut of the numbers that no existing card covers. Instead of a Slack request into a queue, your agent writes the question against the real schema and saves it where the team can find it again.
More integrations in BI
If your stack has more than Metabase in it, an agent can work across the rest of it too.
Amplitude
The number you need is in Amplitude, but building the chart takes longer than the meeting it's for.
Ahrefs
A competitor takes your best page's position and nobody notices until the quarterly review, because checking means logging in and clicking through four reports.
Google Analytics
You want last month's organic traffic by landing page, and twenty minutes later you are still fighting the dimension picker.
Mixpanel
Every product question turns into a 30-minute Mixpanel session that someone else could have answered.
PostHog
There are forty feature flags in the project, nine of them have been at a hundred percent since February, and nobody wants to be the person who deletes the wrong one.
Metabase questions, answered
What people ask before putting an AI agent to work — answered straight.
They can, and the schema-reading is what makes it work. Your agent lists the tables and columns before it writes anything, so the query references fields that exist. The card is saved as a draft for you to run and check before it goes on a dashboard.
Ready to automate Metabase?
Connect your tools, put an agent to work, and approve what matters. Free to start.