We identify where your operations are personnel-heavy, inefficient, or both — then build AI workflows and autonomous agents that eliminate the waste, increase productivity, and make your marketing drive real revenue.
The next wave of AI is not about
general-purpose chatbots.
It is about verticalized systems built deep into how specific industries actually operate.
RMC AI works with companies by examining their internal processes end-to-end — identifying every task that is personnel-intensive, repetitive, or producing inconsistent results — and then designing AI automation and autonomous agents that eliminate those bottlenecks permanently. The result is not just efficiency. It is a structural competitive advantage that compounds over time.
Most businesses have significant profit hidden inside their own operations — buried in manual processes they have accepted as normal.
Every growing company reaches an inflection point where the systems that got them here are now holding them back. Processes that were manageable at $1M become expensive constraints at $5M. Manual workflows that work are quietly costing you time, money, and competitive ground every single day.
The problem is not your people — it is that your people are doing work that AI can now handle better, faster, and without the variability that comes with human execution of repetitive tasks.
At the same time, most businesses are either under-investing in marketing that compounds, or spending heavily on tactics that are not built for how buyers actually behave today. AI changes both equations — if you know where to apply it and how to build it properly.
We bring 30+ years of business-building experience to every engagement — now supercharged with AI. We do not sell software. We design and build systems specific to your industry, your workflows, and your growth objectives.
Workflow automation handles the repetitive tasks your team is doing manually today. But the real competitive shift happens when you deploy fully autonomous AI agents — systems that do not just automate a task, they own it completely.
An autonomous agent executes complex, multi-step processes independently. It does not need supervision, it does not produce variable results, it does not call in sick, and it does not need a break. For the right tasks, it is not just more efficient — it is a fundamentally different cost structure.
We identify which tasks in your operation are ready for autonomous execution, design the agents that own them, and deploy them inside your existing systems.
Most consultants advise from the outside. We have operated from the inside. RMC AI was founded by Rob McGee — a 30-year technology and marketing operator who built a major digital marketing company from the ground up and sold it for $40 million.
That background shapes every engagement we take. We know what a broken process costs you in real dollars. We know what a marketing system that actually compounds looks like versus a collection of tactics. And we know what it takes to build something that scales — because we have done it.
Now we apply that operational and marketing expertise — powered by AI — to help companies identify where they are losing, fix it permanently, and build systems that grow faster than their competition.
"The businesses that win the next decade will not be the ones with the most people or the biggest budgets. They will be the ones that built AI into the fabric of how they operate — before everyone else did."
The first conversation is a direct, honest assessment — no pitch, no pressure. We will look at your operations and marketing, identify where AI workflows and autonomous agents can create the most immediate impact, and tell you plainly whether we are the right fit to help you build it.
Book Your Discovery CallTypically respond within one business day · Engagements start at $3,000/month