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The RPA Trap

Many organizations automate broken processes and become surprised when they end up with automated chaos.

2026-06-16

Over the years, I have seen organizations spend millions modernizing systems, redesigning processes and launching transformation initiatives. Surprisingly often, the most successful improvements were not the most sophisticated ones.

They were the ones that removed unnecessary work instead of automating it.

This is why I have always had a complicated relationship with Robotic Process Automation.

The Promise

RPA became popular because it offers something every organization wants: results without disruption.

Legacy systems can remain untouched. Existing processes do not need to be redesigned. Instead, a robot performs the same actions a human would perform through the user interface.

From a management perspective, the proposition is extremely attractive. Large system replacements may take years. An RPA solution can often be delivered within weeks.

The less an organization needs to change, the more attractive RPA becomes.

The Hidden Problem

The challenge is that automation and improvement are not the same thing.

If a process contains unnecessary approvals, duplicated work, manual data transfers or poor business rules, RPA will faithfully automate all of them. The process becomes faster, but it does not necessarily become better.

In many cases, organizations end up automating the symptoms rather than addressing the cause.

Why Organizations Fall Into The Trap

The answer is rarely technical.

Changing a process often requires changing responsibilities, incentives, governance structures and sometimes even organizational politics. Those conversations are difficult.

Building a robot is comparatively easy.

As a result, RPA sometimes becomes a way of avoiding difficult decisions rather than solving the underlying problem.

The Cost Nobody Talks About

Every robot becomes another piece of software that must be monitored, maintained and updated. User interfaces change. Business rules evolve. Systems are upgraded.

What started as a quick workaround gradually becomes another layer of complexity sitting on top of existing complexity.

I have seen organizations reach a point where nobody fully understands the process anymore because parts of it live inside robots, spreadsheets, workarounds and legacy applications.

When RPA Makes Sense

None of this means RPA is a bad technology. It can be extremely valuable as a temporary solution, during migrations or when automating repetitive tasks that genuinely do not justify larger investments.

Problems appear when automation becomes a substitute for process improvement rather than a complement to it.

Final Thought

Automating a bad process does not create a good process.

It simply creates a faster version of the same problem.

The best organizations use automation after they understand the process. The worst organizations use automation because they do not want to understand it.