I’ve been digging into our Camunda budget, and I’m trying to separate the signal from the noise. On paper, the licensing looks reasonable. But when I account for the specialist developers we need to keep around just to maintain it, the picture changes.
Our team has two full-time engineers who basically just manage Camunda workflows. That’s roughly 250K in salary plus benefits. The actual licensing is maybe 40K a year. So the real cost of running Camunda at our scale is closer to 300K, not 40K.
I’m wondering if that’s typical. When you factor in developer time, does the licensing fee become almost irrelevant? Are other teams facing the same staffing overhead?
I guess what I’m really asking is: would a simpler platform with better tooling actually reduce our headcount, or is that just wishful thinking?
Your math is spot on. At most organizations, Camunda licensing is 10-20% of the total cost. The rest is people.
We had three engineers full-time on Camunda maintenance. After we moved to something simpler and more automated, we cut that to one. That one person handles exceptions and specialization. Everything else just runs.
The key difference is tooling. When your platform doesn’t require deep expertise just to maintain basic workflows, you stop needing specialists. You need people who understand your business logic, not people who speak Camunda.
So yes, the right platform can actually reduce headcount. We didn’t get rid of engineers—we freed them up for actual product development instead of infrastructure maintenance.
The developer staffing cost is usually the hidden item nobody wants to talk about. We had a similar situation. Two developers, basically gardening Camunda workflows.
What changed things for us was getting honest with finance about why. We needed those developers because Camunda workflows break easily and require deep expertise to fix. Small version upgrades could break everything. Integration changes required custom coding. It compounded.
When we moved to a platform with better observability and simpler maintenance, we went down to about 0.5 FTE for maintenance. The other developer could actually work on new workflows.
Is it possible with the right platform? Yeah. Is it guaranteed? Only if you pick something that’s actually easier to maintain, not just smaller licensing costs.
Developer cost as a percentage of total platform cost varies, but at scale, it’s usually 60-80% including all engineering overhead.
Camunda scaling often means more developers, not fewer. New workflows need custom code. Integrations need specialists. Version upgrades need planning. It compounds.
Platforms designed for lower maintenance overhead do make a difference. The question is whether the reduction is real or just shifted to a different part of your org. Some teams cut developers but increase ops costs. It’s not always a 1:1 win.
What matters is total cost per workflow, not total headcount. If you can run twice as many workflows with the same team, that’s the real metric.
Your situation is common. Camunda often requires specialized developers because the platform is powerful but not intuitive to maintain. That expertise is expensive.
Total cost of ownership at scale usually breaks down as: licensing 15-25%, infrastructure 10-15%, and people 60-70%. The people cost is where real optimization happens.
Platforms with better observability, simpler scaling, and less brittle deployments do reduce headcount needs. But it’s conditional on choosing the right platform. A simpler platform that’s also less capable doesn’t help if you just shift work elsewhere.
Focus on: how many workflows per developer can you maintain? How much time is spent on maintenance versus building new things? Those metrics matter more than raw headcount.
Developer costs are usually 60-70% of total platform cost. Right platform can cut staffing needs significantly.
Choose platforms minimizing specialist knowledge requirements. That’s where real savings happen.
This is exactly the problem we saw in our own organization. Two developers basically babysitting Camunda workflows instead of building anything new.
The breakthrough was realizing that most of our developer time wasn’t going toward complex business logic. It was going toward managing integrations, fixing brittle connections, and dealing with version updates. That’s not strategic work.
Switching to a platform where integrations are built-in and workflows are more resilient cut our maintenance overhead by about 70%. One developer now handles what used to take two and a half. They’re actually building new automation instead of maintaining old ones.
The cost question becomes: licensing plus 0.5 FTE versus licensing plus 2.5 FTE. That’s a massive difference.
If you want to see how much we actually reduced staffing demands, take a look at how different platforms handle scaling and maintenance. https://latenode.com shows how built-in integrations and better observability reduce the specialist knowledge requirement. That’s where your real savings are.