The Rhythmic Blog
What I Got Wrong About Cloud Managed Services (And Why It Matters)
I spent the last seven or so years working for cloud professional services companies. When I joined Rhythmic, I assumed a lot about cloud managed services. What I saw out there in the market was one of two things: either a company deploying a ton of tools for monitoring and then letting the customer know they had alerts to deal with, or they were selling some sort of pod model where the customer gets a bucket of hours each month.
While there’s definitely a time and place for both of these models (in fact, we do both of these things at Rhythmic when warranted), what neither does well is help companies who want to have someone completely manage their infrastructure for them while they focus on building features or other aspects of their business—which is the case for many growing and scaling companies.
It honestly took some time for me to understand the differences between professional services, the “managed services” model that largely exists in the market, and true managed services. I figured that if I was confused about it, some of you might be as well. Let me walk you through how I finally understood it all.
The Professional Services Model
In professional services, everything is a project. There’s a start, a middle, and most importantly, an end. You come in, you solve the problem, you leave. Success is measured by on-time, on-budget delivery.
But the thing most people miss is that you can give the same project to ten different partners and they may complete it ten different ways. There’s little to no incentive to care about what happens once the project is done and the bill is paid.
Do all of the solutions technically work? Yep. But some will cost more than they should. Some might require specialized knowledge and a big lift to actually run. But they all will work.
This may sound like I’m down on professional services. I’m not. We do professional services at Rhythmic. But I want you to have a baseline knowledge of the incentive structures of companies who only do this type of work and why it might be misaligned with your long term needs.
The (Typical) Managed Services Model
Many companies who sell “managed services” are really just selling retainers. “You get 40 hours a month, use them or lose them.” That’s not managed services—that’s prepaid professional services.
I checked in with some of my friends at managed service companies before I started here so I could understand that side of the business. They told me, “We’ll monitor your systems and give you 20 hours monthly for fixes and changes.” When I asked, “What if nothing breaks?” The answer: “Then you can use the hours for small projects.” It all seemed reasonable on the surface.
But then it clicked for me: they’re incentivized for things to break. They make the same money whether your infrastructure runs perfectly or catches fire daily. Actually, they make MORE money when things go wrong—hello, overage charges.
Let me walk you through the math:
Scenario A: Your Infrastructure Runs Perfectly
- They monitor your systems and pass off alerts (minimal effort)
- Nothing breaks all month
- They bill you $10K for 40 hours
- You scramble to find “small projects” to use your hours
- Their actual work: Minimal
- Their profit margin: Huge
Scenario B: Everything’s On Fire
- Multiple emergencies eat up your 40 hours by week 3
- You still have a week left in the month
- Now you’re paying hourly overages at $250/hour
- That critical database issue on the 28th? That’s 8 hours at emergency rates
- They bill you $10K base + $4K in overages
- Their profit margin: Even bigger
See the problem? They win either way, but they win MORE when things break.
It gets worse. Think about what this means for their behavior:
When they’re building something for you, do they build it to last 10 years or 2 years? If it breaks in 2 years, that’s more billable hours. When they could spend an extra hour making something bulletproof, why would they? That’s an hour they can’t bill elsewhere.
In addition to the math not mathing, this bucket of hours model also puts a lot of burden on the customer to actively manage maximizing the hours they paid for. The whole reason companies engage a managed service provider is they lack time and resources. They want to focus on their business and product, not manage infrastructure (or the company managing it for them.)
What True Cloud Managed Services Should Look Like
Managed services at Rhythmic flips the entire model and is what I would consider to be true managed services. Let’s start with our actual business model before getting into what we include in our services. That’ll give you a good contrast to the model I explained above.
Here’s how Rhythmic actually makes money: our clients pay us a flat monthly fee to keep their cloud infrastructure running. It’s a totally different game than billing by the hour. Since we get paid the same amount whether we’re fixing problems or preventing them, we’re basically betting on our own competence. The better we build things, the more profitable we become.
The math is pretty straightforward. We spend a lot of time and effort upfront to build really solid infrastructure—good architecture, smart automation, making good use of AI where it’s appropriate, and monitoring that actually catches problems before they explode.
All that investment pays off because a well-built system might only need 10 hours of maintenance each month, while a mess of a system could eat up 50 hours or more. Since the client pays us the same either way, those 40 saved hours go straight to our bottom line.
And here’s where it gets interesting: this efficiency compounds as we grow. Once we’ve figured out the best way to handle certain problems and built up our playbooks, we can manage way more client environments without hiring proportionally more people. An engineer who’d struggle to keep three badly-built systems can easily handle ten or fifteen well-architected ones. That’s the leverage that makes managed services businesses work. You get more efficient over time while keeping quality high.
Here’s how this model benefits you:
Nearly everything is in scope and included in our pricing. In professional services, scope creep is death. In managed services, handling the unexpected is the job – particularly when it comes to the dynamic nature of the cloud. When you need a cutover at midnight? That’s not a change order or an invoice-generating event, that’s Tuesday. This means predictable pricing for you.
Our incentive structure is aligned. When we build something, we’re the ones getting paged at 3 AM if it breaks. You know what that does? It makes us build things that don’t break at 3 AM. We’re big fans of sleep—for you and for us.
Advisory is included because good advice prevents problems. Does it make more sense to spend 10 hours fixing an issue or 30 minutes preventing it from happening? For us, it’s always the latter because we make more money when less things break, and it means less heartburn for you.
We had a client last month who wanted to implement a “quick fix” that would have cost them $10K monthly in unnecessary AWS spend. We spent an hour showing them a better way. In professional services, that’s lost billable time. In managed services, that’s us doing our job (and frankly, being more profitable, as explained above).
The Mental Model That Finally Made Me Understand the Differences
The most difficult part of wrapping my head around true managed services was this:
Success is invisible. My professional services brain wants big, visible wins. Look at this migration we completed! See this new system we built! But in managed services, success is nothing happening. It’s the absence of problems. It’s your team forgetting we exist because everything just works.
Having worked a lifetime ago in the insurance space, I realized that managed services is really insurance with benefits.
You pay for car insurance hoping to never use it. But a good managed services provider is like insurance that also changes your oil, rotates your tires, and texts you when you’re due for service—all included, because preventing claims is cheaper than paying them.
How to Tell If It’s True Managed Services
Most buyers can’t distinguish between real managed services and dressed-up professional services. They see “24/7 monitoring” and “monthly retainer” and assume it’s all the same.
It’s not.
If you’re evaluating managed services providers, here’s my advice from someone who’s been on both sides:
Look for aligned incentives. If they make more money when things break, run. Or do they benefit from your systems being stable, secure, and available?
Test the advisory component. In your first meeting, ask a complex technical question. Do they immediately talk about billable consulting, or do they just… answer it? That tells you everything.
Why This Matters for Your Business
True managed services fundamentally changes how you interact with your infrastructure partner. Instead of managing a bucket of hours each month—tracking usage, approving overages, and constantly deciding whether a task is worth the billable time—you pay a predictable flat fee and get on with running your business. Your team stops playing project manager for routine requests like spinning up new environments or adjusting resources.
More importantly, the economic model actually aligns the managed service provider’s interests with yours. When they profit from system stability rather than billable incidents, you get proactive architecture improvements instead of reactive band-aids. They’ll catch and fix performance issues before they impact your business, implement security updates before they become vulnerabilities, and actually advise you against costly mistakes rather than happily implementing whatever generates the most hours. The advisory component alone transforms the relationship. Instead of paying extra every time you need strategic guidance, you have on-tap access to experts who know your systems intimately and can help you make better technology decisions. It’s the difference between having a vendor who profits from your problems and having a partner invested in your success.
The Bottom Line
I came from a world where expertise was packaged in fifteen-minute increments and success was measured in billable hours. It took me months to understand that managed services—real managed services—is a fundamentally different business.
It’s not about selling time. It’s about selling outcomes. Specifically, the outcome where nothing bad happens, and you can focus on your actual business.
That’s a harder sale than a defined project with clear deliverables. But for the right customers—the ones who understand that infrastructure problems compound when ignored—it’s infinitely more valuable.
The question isn’t whether you need help with your infrastructure. It’s whether you want that help motivated by hours billed or problems prevented.
Once you understand that difference, the decision becomes much clearer.
Still confused about the difference? Let’s talk. No billable hours, no sales pitch—just a straight conversation about what you actually need. Simply fill out the contact us form on our site and we’ll arrange a time to talk tech and business. We hope we’re a fit, but we will let you know if we’re not.


