Systems / Automation / Revenue
The Revenue Jedi
for B2B businesses.
I build sales systems that grow revenue and reduce manual work. Fixing pipelines, follow-ups, and automation.
I fix that layer so you can see what's working and scale it. Building the infrastructure that turns demand into predictable growth.
The Reality
Most businesses don't struggle with demand.
They struggle with what happens after.
Leads are coming in. But there’s no clear pipeline.
Follow-ups are inconsistent. Or they don’t happen at all.
Data exists. It’s just scattered and unreliable.
Decisions are based on assumption, not visibility.
Revenue becomes unpredictable. Growth depends on effort, not a system.
Broken State
NO SYSTEMWhat I Work On
I work on the system behind all of this.
Structuring how leads move through your pipeline, building follow-up systems that don't rely on memory, and connecting your data so you can see what is working.
More recently, I've been moving toward multi-agent and automation-driven systems that handle these workflows end-to-end.
System State
ACTIVEPipeline structure
01How leads move through your pipeline — from first touch to close — with clear stages, ownership, and no dead ends.
Follow-up systems
02Sequenced touchpoints that run without depending on memory, mood, or manual effort.
Data visibility
03Connected sources that tell you what’s working, what’s leaking, and where to invest next.
Where I've Spent My Time
Founder-led businesses in unconventional markets.
I've spent most of my time working with founder-led businesses in unconventional and high-friction markets — where competition is high, funnels are broken or non-existent, and sales pipelines are inconsistent or leaking revenue.
A lot of the work starts with slow, manual processes, no clear structure, and no visibility into what's actually driving results. I turn scattered efforts into structured systems that scale.
Typically working directly with founders or C-suite, where growth exists but isn't structured.
Industries & Context
Most of this work has been across industries where things don't work cleanly. High friction, high stakes, slow sales cycles — exactly where structure matters most.
About
I didn't come into this with a clear path.
I dropped out because of financial pressure and had to figure things out early. I started with marketing, moved into sales, and eventually focused on understanding how businesses actually generate revenue.
Not just how to get attention — but what happens after someone shows interest. That's what led me to building systems instead of chasing isolated skills.
How I Think
I think in leverage.
In business, leverage comes from systems, teams, and infrastructure that allow outcomes to scale beyond individual effort.
If something works once, it should be repeatable. If it depends on constant re-execution, it is not a system yet.
Revenue should not rely on continuous manual effort. It should be driven by clear processes, visibility, and compounding improvements over time.
Building
Shifting from services to systems and products.
Alongside working with businesses, I'm building systems and products that automate operational workflows end-to-end. The focus is not just efficiency — but systems that can operate, adapt, and scale with minimal intervention.
Agent Network
RUNNINGMulti-Agent Sales Systems
Autonomous agents coordinating lead intake, qualification, routing, and follow-up — end-to-end with minimal human intervention.
Operational Workflow Automation
Backend systems that handle tasks typically dependent on people, memory, or manual coordination. Built to operate and adapt.
Revenue Intelligence Tools
Tooling that connects disparate data sources and surfaces what’s driving results — and what’s quietly leaking revenue.
Current Focus
Building multi-agent systems and internal tools that automate sales and operational workflows end-to-end.
Exploring how these systems can extend beyond software into real-world applications across logistics, manufacturing, and infrastructure.
Recent Videos
I share how this actually works.
Most of what I do is hard to explain in theory.
So I break it down in real examples. How pipelines are structured, where things break, and how systems get built to fix them.
Some of it is messy. Some of it is still being figured out.
But it is all real.
Updates
I share what I'm building and learning.
Mostly things I'm testing, breaking, and figuring out in real-world situations around systems, sales, and leverage.