Automation library · Alerts and monitoring

Predict customer churn daily with LLM and Slack

Started by a clock, and works across Email and Postgres. 16 steps, 1 branch: a working afternoon to understand properly.

Medium

16 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Logic 7Service 8

The steps in the order they run, from what starts it.

  1. 1Daily churn analysis at 2 AMSchedule triggerStarts it
  2. 2Fetch active customer profilesHttp RequestService
  3. 3Fetch customer activity logs (30 days)Http RequestService
  4. 4Fetch transaction history (90 days)Http RequestService
  5. 5Merge customer and activity dataMergeLogic
  6. 6Engineer behavioral featuresCodeLogic
  7. 7Call ML churn prediction modelHttp RequestService
  8. 8Score and classify churn riskCodeLogic
  9. 9Route by risk levelSwitchLogic
  10. 10Create retention campaign taskHttp RequestService
  11. 11Store churn predictions in databasePostgresService
  12. 12Generate churn analytics reportCodeLogic
  13. 13Filter at-risk customersFilterLogic
  14. 14Post churn alert to SlackHttp RequestService
  15. 15Email report to customer success teamEmail SendService
  16. 16Log analysis completionCodeLogic

How it's built

Starts on
A clock
Steps
16, with 1 branch
Size
Medium: a working afternoon
Connects to
Email, Postgres
Model
None. This is plumbing, not judgement

Questions

What does it need to run?

An n8n account, plus your own Email and Postgres accounts. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

No. Every step is fixed logic or a call to a service, so it does the same thing every time.

How long does it take to set up?

Plan an afternoon. 16 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 16 steps before you point it at anything that matters.