What should you know about GTM infrastructure?
Frameworks, teardowns, and lessons from building revenue systems.
Five Signs Your CRM Data Model Is Quietly Breaking Your Revenue Engine
Five tactical signs that your CRM data model is broken, plus why this happens to almost every Series A-to-B company, and what a rebuild actually looks like.
What Is the Activate Phase in GTM Infrastructure?
Activate is the phase most GTM engagements skip. It's the work that turns a lead-generation pipeline into a revenue system: lifecycle automation, deal progression, attribution, retention, expansion. Here is what it builds and why it matters.
The Five Phases of a GTM Infrastructure Build
Diagnose, Architect, Build, Activate, Transfer. Five phases, eight weeks, one operator. Here is what each phase produces, why the order is fixed, and where most engagements stop too early.
What Is a GTM Infrastructure Architect?
I build the full revenue system, not just pipeline. Five phases, eight weeks, then I hand you the keys. Here is what that means, who it is for, and why GTM Engineer does not capture the work.
Why Your SDRs Spend 67% of Their Time Not Selling
SDRs lose 67% of their time to manual research, tool-hopping, and unstructured qualification. That costs $17-23K per rep per year. Here is what is actually happening and how infrastructure fixes it.
The Attribution Blindspot Costing You Board Credibility
Over 50% of pipeline is dark in most B2B orgs. When you cannot attribute revenue, every board conversation becomes a guess. Here is why most attribution tools fail and what actually works.
Build vs. Buy: When to Stop Renting Your GTM Stack
When renting SaaS tools costs more than owning custom infrastructure. API costs, vendor lock-in, the integration tax, and when to make the switch to owned GTM systems.
The 8-Week GTM Infrastructure Build: What Actually Happens
A phase-by-phase breakdown of what a full Diagnose to Transfer engagement looks like. What happens each week, what the client sees, and what is happening under the hood.
Why AI-Powered Qualification Beats Manual Scoring
Manual lead scoring is a spreadsheet pretending to be intelligence. AI-powered qualification uses real signals to surface real opportunities. Here is how it works in practice.
Post-Pipeline: The Revenue Automation Nobody Talks About
Most GTM engineers stop at lead generation. What happens after the lead enters your CRM is where the real revenue gains are. Lifecycle automation, deal progression, and expansion triggers.