
A large California-based home service operations manager overseeing multiple service categories — including ADU, electricity, roofing, landscaping, plumbing, solar, HVAC, and more — required a scalable marketing and sales infrastructure inside GoHighLevel.
The system needed to support expansion across service categories without breaking existing automation logic.

This business generates a high volume of leads primarily through Facebook.
The owner manages multiple teams and service divisions, each with its own sales progression and operational follow-up requirements.
GoHighLevel serves as the central marketing and CRM infrastructure.
As service categories expanded, the system risked becoming fragmented.
Key challenges included:
Managing thousands of inbound leads
Structuring follow-ups across multiple service types
Preventing workflow conflicts during expansion
Keeping pipelines clean and visible
Supporting long-term nurture (up to 6 months)
Ensuring calendar booking, reminders, and opportunity tracking remained aligned
The business needed a system that could scale horizontally without operational breakdown.
The solution centered around structured pipeline separation.
Two primary pipelines were designed:
Pipeline 1 — Lead Management
Handles the progression from new lead → contacted → engaged → nurture → booked.
Pipeline 2 — Post-Booking Operations
Manages the journey after appointment booking, supporting operational visibility and service coordination.
Automation logic was built so that:
Call activity triggers workflow actions
Leads enter structured 6-month nurture sequences when required
Stage changes trigger task creation and reminders
Expansion into new service categories does not interfere with existing logic
The architecture allowed service expansion without rebuilding the entire system.
Screenshots of a few workflow systems we implemented for Ca Builders



Audit of existing structure
Redesign of multi-service pipeline logic
Creation of structured automation workflows
Long-term nurture sequence build (6 months)
Call-triggered automation logic
Calendar and reminder alignment
System testing across service divisions
Documentation and delivery management via Notion
Thousands of leads enrolled via Facebook
Long-term automated nurture campaigns
Centralized lead management pipeline
Separate operational tracking pipeline
Continuous system expansion support
Ongoing troubleshooting and improvements
The business now operates with:
Structured visibility across service categories
Automated long-term lead nurturing
Clean separation between sales and operations
Scalable system expansion without workflow conflicts
Reduced manual coordination
Most importantly, the infrastructure supports growth without structural instability.


Beyond the initial build, continued support includes:
Troubleshooting automation conflicts
Building additional service systems
Maintaining documentation
Tracking implementation tasks in Notion
Continuous system refinement
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Built an AI-powered system using OpenAI GPT-4 Vision and Python to extract data from invoices and receipts, reducing manual entry by 90% and cutting errors from 15% to under 2%.



Built an AI-powered system using OpenAI GPT-4 Vision and Python to extract data from invoices and receipts, reducing manual entry by 90% and cutting errors from 15% to under 2%.