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Project 04Marketing Agency

AI Lead Operations System

An agency lead pipeline where AI does the triage and the team does the closing.

Role
Automation & CRM Specialist
Industry
Marketing Agency
Tools
n8n · GoHighLevel · AI · Webhooks · CRM
Diagram of the AI lead operations system: lead sources flowing through webhooks and n8n into AI processing, CRM updates and team notifications

01

The problem

The agency was manually moving information between applications and following up with leads. Copy-paste operations ate hours and introduced errors into client records.

02

The objective

Connect the stack so lead information flows, enriches, and triggers follow-up without manual handling.

03

The approach

  • Mapped every app in the lead path and its data contract.
  • Identified which decisions genuinely need AI versus simple rules.
  • Designed failure alerts so no lead ever dies silently in a workflow.

04

The architecture

The system

  1. Lead Source

  2. Webhooks

  3. n8n

  4. AI Processing

  5. CRM

  6. Notification

  7. Follow-up

05

The solution

  • Receives lead information from every source via webhooks.
  • Processes incoming data through n8n orchestration.
  • Triggers AI-assisted actions: enrichment, scoring, drafting.
  • Updates CRM records automatically with results.
  • Notifies the team only when human attention is needed.
  • Starts the appropriate follow-up sequence per lead profile.

06

The result

A more connected lead-management workflow with fewer repetitive manual tasks — the team touches leads that matter instead of moving data.

07

Key takeaways

  1. AI belongs at decision points, not everywhere.

  2. Every automated flow needs an observable failure path.

  3. Webhooks beat polling for lead responsiveness.

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