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Qualify and route sales leads with Mistral-Saba AI and MCDM scoring

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Qualify and route sales leads with Mistral-Saba AI and MCDM scoring preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

How It Works The workflow starts with a scheduled trigger that activates at set intervals. Behavioral data from multiple sources is parsed and sent to the MCDN routing engine, which intelligently a...

Best for

  • Lead Generation automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.scheduletrigger, n8n-nodes-base.set, n8n-nodes-base.httprequest, n8n-nodes-base.aggregate, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.toolcode, n8n-nodes-base.switch

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Cheng Siong Chin.

Original n8n.io source

1.1 Workflow description

Title
Qualify and route sales leads with Mistral-Saba AI and MCDM scoring
Workflow name
Qualify and route sales leads with Mistral-Saba AI and MCDM scoring

How It Works

The workflow starts with a scheduled trigger that activates at set intervals. Behavioral data from multiple sources is parsed and sent to the MCDN routing engine, which intelligently assigns leads to the right teams based on predefined rules. AI-powered scoring evaluates each prospect’s potential, ensuring high-quality leads are prioritized. The results are synced to the CRM, and updates are reflected on an analytics dashboard for real-time visibility.

Setup Steps

  1. Trigger: Define schedule frequency.
  2. Data Fetch: Configure APIs for all behavioral data sources.
  3. MCDN Router: Set routing rules, thresholds, and team assignments.
  4. AI Models: Connect OpenAI/NVIDIA APIs and configure scoring prompts.
  5. CRM Integration: Enter credentials for Salesforce, HubSpot, or other CRMs.
  6. Dashboard: Link to analytics tools like Tableau or Google Sheets for reporting.

Prerequisites

API credentials: NVIDIA AI, OpenAI, CRM platform; data sources; spreadsheet/analytics access

Use Cases

Lead prioritization for sales teams; customer segmentation; automated routing;

Customization

Adjust routing rules, add custom scoring models, modify team assignments, expand data sources, integrate additional AI providers

Benefits

Reduces manual lead routing 90%; improves scoring accuracy; accelerates sales cycle; enables data-driven team assignments;

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Schedule Trigger

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.2

Block 2 - Workflow Configuration

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 3 - Fetch Demographic Data

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 4 - Fetch Behavioral Data

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 5 - Fetch Transactional Data

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 6 - Merge Lead Data Sources

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 7 - MCDM Scoring Engine (AHP-TOPSIS)

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 8 - AI Lead Qualification Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 3

Block 9 - Lead Enrichment Tool

Type / Role
@n8n/n8n-nodes-langchain.toolCode - toolCode
Config choices
Version 1.3

Block 10 - Prepare Lead Scores

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 11 - Route by Lead Quality

Type / Role
n8n-nodes-base.switch - switch
Config choices
Version 3.3

Block 12 - Assign to Enterprise Sales Team

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 13 - Assign to Mid-Market Team

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 14 - Assign to SMB Team

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 15 - Send to Nurture Campaign

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 16 - Collect Routing Results

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 17 - Update CRM with Lead Scores

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 18 - Calculate Performance KPIs

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 19 - Log KPIs to Analytics Dashboard

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 20 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 21 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 22 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 23 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 24 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Showing the first 24 of 33 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Qualify and route sales leads with Mistral-Saba AI and MCDM scoring
Complexity advanced
Nodes 33
Categories Lead Generation, AI Summarization
Author Cheng Siong Chin
Published 12 Nov 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/10757/10757.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Qualify and route sales leads with Mistral-Saba AI and MCDM scoring do?

How It Works The workflow starts with a scheduled trigger that activates at set intervals. Behavioral data from multiple sources is parsed and sent to the MCDN routing engine, which intelligently a...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Lead Generation, AI Summarization use case.