# Predict Salesforce deal escalation risk with Gemini and Slack: n8n workflow

> Started by an event in a connected app, and works across Salesforce and Slack. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/predict-salesforce-deal-escalation-risk-with-gemini-and-slac (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Alerts and monitoring](https://millionrounds.com/workflows?category=Alerts+and+monitoring#library)

# Predict Salesforce deal escalation risk with Gemini and Slack

Started by an event in a connected app, and works across Salesforce and Slack. It hands the judgement calls to Gemini. 14 steps, 2 branches, 2 loops or waits: a working afternoon to understand properly.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fpredict-salesforce-deal-escalation-risk-with-gemini-and-slac)

**14 steps** Medium: a working afternoon

**2** Branches: places the flow splits

**2** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 1 Logic 8 Service 4

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

- 1 **Start Deal Risk Analysis** Manual trigger *Starts it*
- 2 **Fetch Open Opportunities** Salesforce *Service*
- 3 **Fetch Recent Activities (Last 30 Days)** Salesforce *Service*
- 4 **Map Opportunities with Activities** Merge *Logic*
- 5 **Build Deal Context for Risk Analysis** Code *Logic*
- 6 **Loop Over Opportunities** Split In Batches *Logic*
- 7 **Filter: High Probability & Active Deals** If *Logic*
- 8 **Prevent API Overload** Wait *Logic*
- 9 **Predict Deal Escalation Risk** Google Gemini *Model*
- 10 **Clean & Validate AI Response** Code *Logic*
- 11 **Check Risk level** If *Logic*
- 12 **Update High Risk Deal Flag** Salesforce *Service*
- 13 **Format Slack Alert Message** Set *Logic*
- 14 **Notify High Risk Deal** Slack *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 14, with 2 branches, 2 loops or waits
- **Size:** Medium: a working afternoon
- **Connects to:** Salesforce, Slack
- **Model:** Gemini

## Questions

What does it need to run?

An n8n account, plus your own Salesforce and Slack accounts, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an event in a connected app.

Does it use AI?

Yes. It calls Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 14 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 14 steps before you point it at anything that matters.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fpredict-salesforce-deal-escalation-risk-with-gemini-and-slac)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Salesforce](https://millionrounds.com/workflows?service=Salesforce#library)[Slack](https://millionrounds.com/workflows?service=Slack#library)

## Workflows like it

Also alerts and monitoring, with the same services where possible, closest in size first.

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