Process Automation Isn't Always Progress
Automating a task makes it faster and cheaper to run — and far harder to question or change. Sometimes you automate yourself into a process you can no longer escape.
Process automation isn't always progress. People see it as an easy win. It looks faster, cheaper, and cleaner. There are fewer errors and less manual work. Often this is true. But there's a cost few people count. It makes a process rigid and permanent. It also makes that process hard to question. Sometimes you automate your way into a corner. Then you can't climb back out.
The trap is easy. Automation seems like the end goal. You launch it. Manual tasks go away. The process becomes solid. People build around it. No one wants to change it.
Why the conventional wisdom is wrong
The common advice is blunt. If a task repeats, automate it. Full stop. But repetitive is not the same as settled. When you automate a process, you place a bet. You bet the process is right and stable enough to freeze. Manual work is slow, yes. Still, it stays flexible. A person can adapt, judge, and spot when something looks wrong. Automate it and you trade that flexibility for speed. Often you do this before you even know the process is right.
Automation locks in the current way of doing things. Changing the process later requires changing the code. This is not as simple as breaking an old habit. It takes more work to make changes.
A human once handled edge cases with judgment. Now those cases fail in silence. Or they wait for an engineer to fix them.
Automated processes fade from view. No one checks them. They keep going even when they shouldn't. This often happens without anyone noticing.
You lose the shared understanding. The machine does the job. Over time, the people forget.
What is actually true
Here's what's true. Automation is a big step. It’s not just a quick fix. You don’t just make things faster. You say the process won’t change much. You also hide it deeply. Changing it later costs more. This works for steady processes. It doesn’t work for changing ones. The same goes for rare tasks. Doing them by hand is better. Speed isn't everything.
The question isn't just "Can this be automated?" It's also "Should this be frozen?" Some processes should be frozen. But many that get automated shouldn't be. They're automated only because it can be done. Not because they are ready for it.
When automation is the wrong call
Think before you automate. Ask this question first. Are you making things better? Or are you stuck with a bad process? Don't trap yourself in a loop of no improvement.
Is the process stable? Or does it change a lot? Freezing it could be costly. Will it cost more than doing it by hand?
Does it happen often? Can you automate it? Or does it only happen twice a year? Don't waste time on rare tasks. Automate only what makes sense.
How much does the process rely on human judgment that the automation will not be able to replicate?
Automation can be a bad choice. The process may need to change soon. This could happen in just six months. Changing the automation might hurt. It could also cost a lot.
What we see at TTGC
Clients often ask if a task can be automated. The answer is almost always yes. The better question is whether it should be. Across the industry, organizations have automated processes that were still in flux. Then they spent more time and money fighting that automation than they ever spent doing the work by hand. The processes worth automating tend to be boring. They are stable and high-volume, and nobody argues about them anymore. The ones that bite are different. They are fresh processes automated in a rush of optimism, frozen before anyone confirmed they were right. So the smart move is to slow down before automating. Sometimes it is wiser to keep a process manual a while longer. Automation is not the hard part. Reversing it is.
The honest take
Automation is a powerful tool. But it is not the same thing as progress. It makes a process faster and cheaper to run. It also makes that process far harder to question or change. So before you automate, be sure the process deserves to be frozen. Automate the settled, high-volume, well-understood work. Leave the rest flexible. That means the evolving, judgment-heavy, occasional work waits until it earns the commitment. The goal is not to automate everything you can. It is to automate the things you should, and to keep the freedom to change the rest.
Sources
McKinsey & Company: research on automation strategy and where automation creates versus destroys flexibility. mckinsey.com
TTGC: patterns across client transformation work.
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Read more here: * Automating Bad Processes Creates Bigger Problems * Software Doesn't Fix Broken Processes These links are worth a look.
