Articles & Frameworks
Practitioner writing drawn from 20+ years of client delivery — CRM architecture, event marketing technology, GoHighLevel builds, and operational frameworks for digital operations. Not theory. Documented practice.
Articles
How to Architect a Multi-Pipeline HubSpot CRM for a Multi-Brand Industrial Company
When TIME Manufacturing asked me to build a CRM for four distinct product lines under one account, there was no template for it. Here is what the architecture actually looked like.
The Lead Capture-to-Pipeline Workflow We Used at ICUEE and Utility Expo
Three shows over four years — ICUEE 2017, ICUEE 2019, and Utility Expo 2021. The workflow for turning booth badge scans into HubSpot deal records with automated follow-up.
GoHighLevel Agency Account Architecture: What a Full Build Actually Looks Like
Not a tutorial — a practitioner account of how to structure a GHL agency account so the sub-accounts are clean, the automation is maintainable, and the white-label setup holds up over time.
Frameworks
Named systems and mental models developed from repeated client delivery across similar problem sets.
The Digital Operations Stack Model
A structured approach to thinking about the five operational layers every business needs to have working before digital marketing investment pays off. Based on a six-year embedded engagement.
Marketing Automation Workflow Architecture
A design system for GoHighLevel and Make/Zapier stacks — covering the six workflow types that cover 90% of marketing automation use cases and the design principles that make them maintainable.
Want to talk through a similar problem?