Generate RFP proposal drafts from Google Drive with Groq AI, Salesforce and Slack

Description

RFP Automation Workflow with Google Drive, Groq AI (LLaMA 3), Salesforce & Slack
> Automate Your Entire RFP Lifecycle


This workflow automatically detects new RFP documents uploaded to Google Drive, extracts key requirements using Groq AI (LLaMA 3), generates a complete proposal draft, stores it in Google Docs, creates a Salesforce opportunity, assigns a review task and notifies your team via Slack.

Quick Implementation Steps

Connect your Google Drive, Groq API, Salesforce, Google Docs and Slack accounts in n8n
Set your RFP Intake Folder ID in the trigger node
Set a separate Knowledge Base folder for past proposals
Customize your company profile in the AI proposal generator node
Activate the workflow
Upload an RFP → Everything runs automatically

What It Does

This workflow fully automates the end-to-end process of handling RFP (Request for Proposal) documents. When a new file is uploaded to a specific Google Drive folder, the workflow immediately triggers and downloads the document. It then extracts text from the file and prepares structured metadata such as file name, URL and timestamp.

Using Groq-powered AI (LLaMA 3), the workflow analyzes the document and converts unstructured RFP content into structured JSON data. This includes critical fields like client name, project scope, deadlines, budget, technical requirements and evaluation criteria. The workflow ensures that even imperfect AI outputs are safely parsed and normalized.

Next, the workflow enhances proposal quality by referencing past proposals stored in a separate knowledge base folder. It then generates a complete, professional proposal draft tailored to the extracted requirements. Finally, it stores outputs in Google Docs and Salesforce, assigns a review task and notifies the team via Slack—ensuring no RFP is missed and every response is standardized.

Who It's For

IT services companies handling frequent RFP submissions
Consulting firms responding to client proposals
Digital agencies managing multiple bids
Sales and business development teams
Enterprises looking to standardize proposal creation

Requirements

To use this workflow, you need:

n8n account (self-hosted or cloud)
Google Drive account**
RFP Intake Folder
Knowledge Base Folder (past proposals)
Groq API Key**
Salesforce account**
Opportunity + Task access
Google Docs account**
Slack workspace**

How It Works & Set Up

Step 1: Google Drive Trigger Setup

Configure Watch RFP Upload Folder node
Replace with your RFP Intake Folder ID
Trigger: fileCreated

Step 2: File Processing

The workflow:
Downloads the uploaded file
Extracts text (PDF supported)
Prepares metadata (file name, ID, URL, timestamp)

Step 3: AI Requirement Extraction

Configure Groq API credentials
Model used: llama-3.3-70b-versatile
Extracts structured data such as:
Client name
Project scope
Budget & deadlines
Technical requirements

Step 4: Clean & Parse Output

Code node ensures:
JSON is valid
Markdown artifacts are removed
Fallback structure is used if parsing fails

Step 5: Knowledge Base Integration

Configure Fetch Past Proposals (KB) node
Replace with your separate Knowledge Base folder ID
Fetches previous proposal documents for reference

Step 6: AI Proposal Generation

Uses extracted requirements + KB context
Generates a full proposal with sections:
Executive Summary
Solution
Timeline
Pricing
Team
Customize company details inside prompt

Step 7: Output Storage

Saves proposal to Google Docs
Creates Salesforce Opportunity with:
Name
Deadline
Value
Description

Step 8: Task Creation & Notification

Creates a Salesforce Task for review
Sends notification to Slack channel

How To Customize Nodes

AI Nodes

Change model (e.g., Mixtral, LLaMA variants)
Adjust temperature:
0.1 → structured extraction
0.7 → creative writing

Proposal Generator

Update:
Company name
Services
Strengths
Modify proposal sections if needed

Salesforce Node

Map custom fields (e.g., Industry__c)
Adjust stage names or pipeline stages

Slack Node

Change channel (#general)
Customize notification message

Add-Ons

You can extend this workflow with:

Email notifications (Gmail/Outlook)
Approval workflows before submission
PDF export of proposal
CRM enrichment (HubSpot, Zoho)
AI scoring for win probability
Auto-deadline reminders

Use Case Examples

Automatically respond to government RFPs
IT companies generating proposals for software projects
Agencies handling multiple client bids daily
Consulting firms standardizing proposal quality
Sales teams tracking opportunities with zero manual entry

There can be many more use cases depending on your business workflow and automation needs.

Troubleshooting Guide

| Issue | Possible Cause | Solution |
|------|--------------|---------|
| Workflow not triggering | Incorrect folder ID | Verify Google Drive folder ID |
| No text extracted | Unsupported file format | Use PDF format |
| AI output parsing fails | Unexpected AI response | Check logs in "Clean & Parse AI Output" node |
| Salesforce error | Missing custom fields | Remove or create fields in Salesforce |
| Proposal not saved | Google Docs credentials issue | Reconnect Google Docs API |
| Slack message not sent | Wrong channel or credentials | Verify Slack integration |

Need Help?

If you need help setting up, customizing or scaling this workflow, our n8n workflow development team at WeblineIndia is happy to help.

We can help you:

Customize AI prompts for your business
Integrate additional CRMs or tools
Build advanced automation pipelines
Optimize proposal quality using AI

Reach out to WeblineIndia for expert support and tailored automation solutions.