Use Case

Query your data from where you already work

Ask a business question in Slack, email, or the Agent7 chat. The Data Analysis Agent connects to your warehouse, runs the query, and returns a formatted answer — no SQL, no dashboard context-switching, no waiting on the data team.

slack / #growth
1You: Which blog posts drove the most trial
2 signups last week, and what's the
3 blended CAC for those cohorts?
4
5Agent7:
6
7 Post Title Signups CAC
8 ---------- ------- ----
9 1. 'Why we ditched React' 142 $12
10 2. 'Pricing psychology' 89 $18
11 3. 'How to use webhooks' 45 $24
12
13 Insight: 'Why we ditched React' drove 40%
14 of all organic signups with the lowest
15 CAC. We should push this in the newsletter.
16
17 Sources: stripe.subscriptions, ga4.events
Ready
1.2saverage query response
0SQL written by you
40+data sources supported
100%read-only by default

Without Agent7

Every question becomes a ticket

  • Marketing asks data for attribution — 3 day wait in the Jira queue
  • Founder wants to know if a campaign is working — checks 4 different dashboards
  • Content team writes blind, without knowing which posts actually convert to revenue
  • Nobody knows the real CAC because Stripe and Google Ads don't talk to each other
  • Data team spends 60% of their time pulling basic CSV reports

With Agent7

Anyone can ask, the agent answers

  • Ask in Slack, get a formatted attribution table back in seconds
  • Agent7 merges data from your CRM, Stripe, and ad platforms automatically
  • Content team queries conversion rates directly to double down on what works
  • Founder gets the real CAC across all channels, refreshed daily
  • Data team reclaims 60% of their week for real engineering work
How it works

From question to answer in four steps

Step 01

Ask a question anywhere

Type a business question in Slack, the Agent7 chat, or trigger it from a scheduled report. No SQL, no dashboard navigation.

Step 02

Agent maps your schema

Agent7 understands your warehouse schema, table relationships, and column semantics. It translates your question into the right query for your data model.

Step 03

Query runs read-only

The query executes against your warehouse with read-only credentials. No writes, no schema changes, no side effects. Agent7 formats the result as a table, chart description, or summary.

Step 04

Result goes where you need it

Answer comes back in the same thread. Optionally, Agent7 pushes it to Google Sheets, Notion, email, or a scheduled digest — with your approval first.

agent7 · run log
1Goal: "Which blog posts drove the most
2 trial signups last week?"
3
4Discovering skills...
5 ✓ sql-query-builder (score: 0.94)
6 ✓ cohort-analyzer (score: 0.91)
7 ✓ slack-responder (score: 0.88)
8
9Tools requested:
10 • Stripe (read-only) ✓ connected
11 • GA4 (read-only) ✓ connected
12 • Slack ✓ connected
13
14Plan:
15 1. Identify target metrics (Signups, CAC)
16 2. Query Stripe for new trial signups
17 3. Query GA4 for spend + attribution
18 4. Merge data on user email/cohort
19 5. Format table and compute insights
20 6. Post to Slack thread
21
22Risk: LOW (all actions are read-only)
23Approval needed: none
24
25Status: ✓ Completed in 1.4s
Ready

Questions it can answer today

Anything you'd normally ask your data team, BI tool, or spend 30 minutes in a dashboard finding.

question

What's our MRR by plan, and how did it change month over month?

warehouse · billing
question

Show me the top 10 accounts by expansion revenue this quarter

warehouse · revenue
question

Which marketing channels drove the most signups last week?

warehouse · attribution
question

What's our average time-to-close for enterprise deals vs SMB?

warehouse · deals
question

How many active users do we have on each plan right now?

warehouse · users
question

Compare churn rate this month vs same month last year

warehouse · subscriptions

Connects to your stack

Agent7 reads from where your data lives and delivers answers where your team works.

Data Sources

PostgreSQL
BigQuery
Snowflake
Redshift
MySQL
Google Sheets
Airtable
Supabase

Deliver Results To

Slack
Google Sheets
Notion
Email
Linear
Webhooks
CSV Export
Agent7 Dashboard
Safety

Read-only by design. Nothing writes, sends, or deletes without your approval.

  • Read-only warehouse credentials

    The agent only has SELECT access. It cannot modify your schema or data.

  • Approval gates on delivery

    Sending results to Sheets, email, or Slack requires your explicit OK.

  • Full audit trail

    Every query, result, and action is logged in your Agent7 run history.

safety policy
1Risk classification: LOW
2
3Allowed (no approval needed):
4 ✓ SELECT queries on warehouse
5 ✓ Schema inspection
6 ✓ Table/column discovery
7 ✓ Result formatting
8
9Blocked (always):
10 ✗ INSERT, UPDATE, DELETE
11 ✗ DROP, ALTER, CREATE
12 ✗ GRANT, REVOKE
13
14Requires approval:
15 ⚠ Post results to Slack
16 ⚠ Send results via email
17 ⚠ Write results to Sheets
18 ⚠ Share with external users
Ready

Stop waiting on the data team

Set up in five minutes. Ask your first question. Get an answer before your coffee gets cold.