Table of Contents
- Revenue isn’t inherently unpredictable. Most companies simply haven’t engineered the system that produces it.
- Bookings, ARR growth, forecast accuracy and revenue efficiency are outputs of an interconnected system.
- Revenue Engineering applies the same principles used to engineer reliable systems to B2B growth.
- The engineer doesn’t ask, “How fast can we grow?” The engineer asks, “How fast can we grow with the resources we have?”
- Predictable, efficient revenue growth isn’t accidental or heroic. It is engineered.
If You Put an Engineer in Marketing, We Build an Engine.
I’m an electrical engineer. But I learned to think like an engineer long before I had the degree.
My dad was a nuclear engineer, and growing up, I was his sidekick. We hunted. We fished. We did math. And he was always asking me questions. What’s the best way to get there? Why do you think that works that way? What happens if we do it this way instead? Can you do that proof in fewer steps?
That was just how we thought. Understand how things work. Understand how the pieces affect one another. Find the constraint. Reduce waste. Look for a more elegant solution. And, above all, design the system to produce the result you want.
Years later, through a somewhat unexpected career turn, I found myself leading global marketing for a B2B software company. And I had a lot of questions.
Wait. How Do We Know This Is Going to Work?
Marketing had campaigns, programs, budgets and lead targets. Sales had territories, quotas, pipeline and forecasts. Finance had budgets and revenue targets. Operations had headcount and capacity plans.
Everybody had a plan. Everybody had metrics. Everybody had software. But I couldn’t see the system connecting all of those things to the financial outcome the company was trying to produce. And that made absolutely no sense to the engineer in me.
There’s an old advertising saying: “Half the money I spend on advertising is wasted; the trouble is I don’t know which half.”
Think about how strange that is. Imagine saying:
Half of our manufacturing process works. We just don’t know which half.
Or:
Half the assumptions in this engineering model are right. We’re just not sure which ones.
No engineer would accept that. But in revenue? We’ve accepted some version of it for decades.
Finance Has a System. Supply Chain Has a System. Engineering Has a System.
Growth still runs on spreadsheets and a prayer.
Walk into a typical B2B QBR. Marketing has its numbers. Sales has its numbers. Finance has its numbers.
The forecast looked fine a month ago. Now something has changed. Pipeline isn’t converting. A region is behind. Sales capacity isn’t what we thought it would be. Marketing generated the leads it committed to, but bookings are still off plan.
And suddenly a room full of very smart people is trying to determine what happened. Nobody lied. Nobody necessarily underperformed.
The system was never designed to produce a reliable answer. So it didn’t. That’s when I began looking at revenue differently.
I Stopped Seeing Departments. I Saw a System.
Market demand is an input. Marketing investment is an input. Sales capacity is an input. Product is an input. Pricing is an input. Customer retention and expansion are inputs.
Those variables interact. Change one and something else changes. Increase conversion and you can produce more bookings from the same pipeline. Decrease sales velocity and you may have enough pipeline but still miss the quarter.
Add sales capacity without enough demand and you’ve added cost, not growth. Generate more demand without enough capacity to work it and you’ve created waste. Change your target market and suddenly your historical conversion assumptions may no longer apply.
Revenue behaves like every other interconnected system.
And systems produce outputs:
- Bookings
- ARR growth
- Forecast accuracy
- Revenue efficiency
- Predictable growth
Once I saw it that way, the question changed. It was no longer:
How do we get Marketing to generate more leads?
Or:
How do we get Sales to close more deals?
It became: What system do we need to produce the growth the company is asking for?
That’s a fundamentally different question.
What Is Revenue Engineering?
Revenue Engineering is the intentional design of every component required to produce predictable, efficient growth.
When I began applying engineering principles across the revenue-generating function — Marketing, BDRs, Sales, Customer Success, Finance and Operations — something remarkable happened.
People knew what they needed to do. Not just what their departmental target was. They could see how their performance contributed to the company’s financial outcome. We had a design of performance.
I started calling the discipline Revenue Engineering.
It applies familiar engineering concepts to growth:
- Throughput: How much revenue can the system produce, and how quickly?
- Constraints: What limits how much the system can produce?
- Bottlenecks: Where is the system slowing down?
- Yield: How efficiently are inputs being converted into outputs?
- Variance: Where is actual performance diverging from designed performance?
- Continuous improvement: How do we continually adjust the system toward optimal performance?
Now growth becomes an engineering problem. And that changes the question entirely.
The Engineer Doesn't Ask, "How Fast Can We Grow?"
The engineer asks: “How fast can we grow with the resources we have?” Now we’re solving an optimization problem.
What are we trying to produce? What inputs do we have? What constraints exist? Where are the bottlenecks? Where are we losing yield? Where is variance entering the system? Which lever would produce the greatest improvement in the overall output?
That’s Revenue Engineering.
Revenue Isn’t Unpredictable.
Most organizations simply haven’t engineered the system that produces it. That’s the idea we’ll explore throughout this blog series. Because predictable, efficient revenue growth isn’t accidental.
It isn’t heroic.
It is engineered.
Frequently Asked Questions
What is Revenue Engineering?
Revenue Engineering is the intentional design, operation, inspection and optimization of the components required to produce predictable, efficient revenue growth. It applies engineering principles such as throughput, constraints, yield, variance and continuous improvement to the B2B revenue-generating function.
How is Revenue Engineering different from RevOps?
RevOps typically focuses on improving operational alignment, processes, systems and data across revenue teams. Revenue Engineering starts at the broader system level: designing how strategy, resources, processes, information, metrics, governance and AI work together to produce the company’s required revenue outcomes.
What does a Revenue Engineering System produce?
The outputs include bookings, ARR growth, improved forecast accuracy, greater revenue efficiency and ultimately more predictable, sustainable growth.
Does Revenue Engineering replace Marketing, Sales or RevOps?
No. Revenue Engineering connects these functions into one integrated system. Each function still performs its specialized role, but it operates against a shared model of how the organization will produce its financial objectives.
Do You Have a Revenue Engineering System?
Before adding another tool, dashboard or initiative, there’s a more fundamental question worth answering:
How engineered is the revenue system you already have?
The Revenue Engineering Inspection evaluates your organization across the six components required for predictable, efficient growth and gives you a personalized Revenue Engineering Index™ and maturity report. Take the assessment.