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

⚡ 78 views · 🔬 Document Extraction & Analysis

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

  1. Connect your Google Drive, Groq API, Salesforce, Google Docs and Slack accounts in n8n
  2. Set your RFP Intake Folder ID in the trigger node
  3. Set a separate Knowledge Base folder for past proposals
  4. Customize your company profile in the AI proposal generator node
  5. Activate the workflow
  6. 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

Requirements

To use this workflow, you need:

How It Works & Set Up

Step 1: Google Drive Trigger Setup

Step 2: File Processing

Step 3: AI Requirement Extraction

Step 4: Clean & Parse Output

Step 5: Knowledge Base Integration

Step 6: AI Proposal Generation

Step 7: Output Storage

Step 8: Task Creation & Notification

How To Customize Nodes

AI Nodes

Proposal Generator

Salesforce Node

Slack Node

Add-Ons

You can extend this workflow with:

Use Case Examples

  1. Automatically respond to government RFPs
  2. IT companies generating proposals for software projects
  3. Agencies handling multiple client bids daily
  4. Consulting firms standardizing proposal quality
  5. 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

IssuePossible CauseSolution
Workflow not triggeringIncorrect folder IDVerify Google Drive folder ID
No text extractedUnsupported file formatUse PDF format
AI output parsing failsUnexpected AI responseCheck logs in “Clean & Parse AI Output” node
Salesforce errorMissing custom fieldsRemove or create fields in Salesforce
Proposal not savedGoogle Docs credentials issueReconnect Google Docs API
Slack message not sentWrong channel or credentialsVerify 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:

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

🔗 Nodes Used

HTTP Request, Slack, Google Drive, Salesforce, Google Docs, Google Drive Trigger

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup