Automation library · Money admin

Generate RFP proposal drafts from Google Drive with Groq AI

Started by an event in a connected app, and works across Google Docs, Google Drive, Salesforce and Slack. It hands the judgement calls to Groq. 18 steps: a working afternoon to understand properly.

MediumCalls a model: Groq

18 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
4Services it connects to

The flow

Starts it 1Model 4Logic 6Service 7

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

  1. 1Watch RFP Upload FolderGoogle Drive triggerStarts it
  2. 2AI Model – Requirement ExtractionLm Chat GroqModel
  3. 3AI Model – Proposal WritingLm Chat GroqModel
  4. 4Download RFP DocumentGoogle DriveService
  5. 5AI Extract RFP RequirementsAgentModel
  6. 6AI Generate Proposal DraftAgentModel
  7. 7Extract Text from RFPExtract From FileService
  8. 8Clean & Parse AI OutputCodeLogic
  9. 9Prepare Final Output DataCodeLogic
  10. 10Prepare RFP MetadataSetLogic
  11. 11Fetch Past Proposals (KBHttp RequestService
  12. 12Create Salesforce OpportunitySalesforceService
  13. 13Save Proposal to Google DocsGoogle DocsService
  14. 14Combine Requirements + KBCodeLogic
  15. 15Merge Docs + Salesforce ResultsMergeLogic
  16. 16Combine Final Output LinksCodeLogic
  17. 17Create Review Task in SalesforceSalesforceService
  18. 18Notify Team via SlackSlackService

How it's built

Starts on
An event in a connected app
Steps
18
Size
Medium: a working afternoon
Connects to
Google Docs, Google Drive, Salesforce, Slack
Model
Groq

Questions

What does it need to run?

An n8n account, plus your own Google Docs, Google Drive, Salesforce and Slack accounts, and a key for Groq. 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 Groq. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 18 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 18 steps before you point it at anything that matters.