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Use cases

Watch Mate do the work

Six exchanges, exactly the way they happen in Slack and Microsoft Teams. A question, an answer from your own systems, a file when you ask for one, and a yes before anything is sent.

Revenue

Track this month's revenue against last

Mate reads your live systems and answers right in the thread, in Slack or Microsoft Teams, with the comparison you asked for. No dashboard, no waiting on the data team.

Reads
  • Stripe
  • PostgreSQL

revenue

Live answer

David Park9:41

@Mate how's September revenue tracking against August?

MateAPP9:41

$214.6k net so far — 11.4% ahead of August, with four days left.

Marketing

See whether ad spend turned into signups

Ads live in one system and signups in another. Mate reads both and joins them, so the question you actually have gets one answer.

Reads
  • Google Ads
  • PostgreSQL

marketing

Two systems, one answer

Nina Fischer13:02

@Mate we spent more on ads in July — did that turn into more signups?

MateAPP13:02

Spend rose 28%, signups 9% — cost per signup went from $31 to $42.

Finance

Pull overdue invoices into a spreadsheet

Ask for a file and a real one lands in the thread: rows from your live data, ready for the meeting it was made for. The same file arrives in Microsoft Teams.

Reads
  • Stripe
  • BigQuery

finance

A real file back

Tomás Rivera8:15

@Mate can you pull the overdue invoices for Thursday's board meeting? spreadsheet if possible

MateAPP8:15

Fourteen days past due or more, oldest first — 18 rows.

overdue-invoices-september.xlsxXLSX · 18 rows

People / HR

Look up company policy, word for word

Policies and contracts are quoted word for word, with the document and page named, so nobody in Slack or Microsoft Teams answers a leave question from memory.

Reads
  • Notion
  • Confluence

people-ops

Quoted, with the page

Ana Duarte10:27

@Mate someone's asking about parental leave in Sweden and I don't want to guess

MateAPP10:27

“480 days shared per child, 90 reserved for each parent” — Employee Handbook 2026, p. 12.

Customer success

Draft a customer reply, and approve it before it sends

Mate drafts the reply and holds it. Nothing is sent, posted or booked until a person presses Approve, and every action is logged.

Reads
  • Zendesk
  • Gmail

customer-success

Waits for your yes

Sofia Reyes16:08

@Mate can you draft a reply to Nordwind about last week's outage?

MateAPP16:08

Drafted — what happened, what's fixed, and the credit you agreed. Nothing sends until you say so.

Not now

Every team

Get a morning brief on what changed overnight

Mate can open the day with what changed overnight: at most one uninvited message a day, and only when there is something to say.

Reads
  • Stripe
  • PostgreSQL

general

Speaks first, once a day

MateAPP7:30

Morning. Three things from overnight:

  • Revenue yesterday: $8.4k — 6% over the daily average
  • Two sign-ups from the waitlist, both on Team
  • The nightly export failed once, then recovered

How it works

Watch Mate work in three steps, no migration

    Your databases and 3,000+ connectors

    Connect what you already use

    Your databases and the tools your team lives in. Read-only by default, and the metadata is reviewed before Mate answers from it.

  2. David Park9:41

    @Mate how's September revenue tracking against August?

    MateAPP9:41

    $214.6k net so far — 11.4% ahead of August, with four days left.

    #revenue

    Ask where you already talk

    Plain English in Slack or Microsoft Teams. Mate answers in the thread, and shows its working under every answer.

  3. MateAPP16:08

    Drafted — what happened, what's fixed, and the credit you agreed. Nothing sends until you say so.

    Not now

    Logged in the audit trail

    Approve anything that acts

    Answers just arrive; anything that sends, posts or books waits for a yes. Every action lands in the audit trail.

3,000+ connectors, plus your own databases. See the full list

These are staged exchanges written to match real ones. They are not recordings of a customer's workspace.

In V1, anything Mate can reach can be answered to anyone in the workspace who asks. Role-based permissions arrive in V2.

In every case

The same rulesunder every one

The scenes above are six different jobs. Underneath them is one set of rules about what Mate may read, what it may change, and what it writes down afterwards.

  • Many sources, one answer

    Your database, your tickets and your inbox, joined into a single reply — nobody exports anything, nothing is copied over.

  • Reports and spreadsheets

    The answer arrives as the file it belongs in — a chart, a sheet, a report — built in the same thread you asked in.

  • Read-only by default

    Databases are never written to. Changes in a connected app are a switch an admin turns on, one operation at a time.

  • Asks before it acts

    Anything it cannot undo waits on a button — pressed by the person who asked, from the place they asked, and nobody else.

  • Every turn on the record

    The question, the query, the rows it read, the tokens it cost — each one logged and yours to read back.

  • The web, with the source named

    Looks up a public fact when the answer moves over time, and tells you where it read it and when.

  • Turns up on a schedule

    A morning briefing, a Monday number — posted on its own, in the channel, from the same allowance.

  • Reads a link, watches a video

    Paste a page or a video and ask about it — the words on the page and the footage both become context.

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