Your marketing team
runs on people.
It should run on systems.
We build AI operators for marketing teams and agencies. Creative production, revenue pipeline, and custom agents that remove the manual overhead from your operations permanently.
Your marketing team
is an expensive
production machine.
Not by design. By default. Every brief written manually, every campaign delayed, every hire made to solve a systems problem.
You hired strategists. They spend most of their time executing.
Creative output slows the moment a key person is unavailable.
Adding freelancers adds coordination cost, not just capacity.
Campaigns go live late because reviews take longer than production.
You can't tell which creative drove the result, so you keep guessing.
AI doesn't fix a team
with no system behind it.
Most marketing teams add AI tools on top of broken workflows. We rebuild the workflow first, then the AI runs it.
AI replaces production, not strategy
Your team keeps the creative edge. The system handles the execution. Briefs become repeatable. Output becomes consistent.
Your workflow is the product
The most valuable thing we build isn't a piece of content. It's the repeatable system that produces it at scale without you in every step.
Output without measurement is noise
Every system we deploy tracks what it's producing. If you can't see what the AI is doing, you can't trust it and you can't improve it.
We don't install tools.
We replace the process.
Every system we build is designed to remove a specific piece of manual work from your operations permanently.
Map
We locate exactly where manual effort lives in your operations and what it's costing you.
Build
A custom system designed for your workflow and stack. Not adapted from a template.
Integrate
It runs inside your existing operations, not alongside them as another tool to manage.
Measure
Output is tracked from day one. You see what the system is doing and what it's replacing.
Built for
marketing teams
and agencies.
One offer. One ICP. Everything we build is designed to remove manual work from marketing operations permanently.
What we build
AI Creative Operators
Revenue Marketing Systems
Custom Agents
Campaign Intelligence
Content Production Workflows
Pipeline Automation
From the people
inside the work.
Renaldo introduced AI into our product development pipeline and fundamentally changed the business. In six years we had shipped nothing. Within twelve months of working with him, we had four fully deployed software products, each with its own revenue pipeline, and an entirely evolved B2B position in the market. That shift didn't happen incrementally. It happened because the underlying system changed.

Renaldo Edmondson
Marketing Systems Architect · Founder, ADX Engine
I've spent 13 years inside marketing operations across multiple industries, most recently as VP of Marketing in the OPM sector, running creative and revenue pipelines for Michigan State, Villanova, Vanderbilt, and Florida Tech.
The structural problem I kept running into was the same: marketing teams built to think, spending most of their time executing. I started ADX Engine to fix that, building AI operators that handle the production and pipeline work so teams can get back to strategy.
ADX Engine is where we build and deliver: for clients who want working systems, not proof of concepts.
13+
Years in revenue systems
4
Major US universities served
VP
Marketing, OPM sector
AI
Pipeline systems architect
Most companies experiment with AI. We deploy it.

