What Maintenance an Automation Needs After Going Live

It’s easy to think of an automation as something that, once implemented, just keeps running forever on its own. In practice, that’s not how it works: an automation is designed around the tools, processes, and workload of a specific moment in your business. When something about that changes — and in any growing business, something always changes — the system needs to adjust.

Why an automation stops working well over time

Some common causes:

• Tool changes — a platform update, a vendor switch, or a new API version can break an integration that used to work perfectly.
• Process changes — if the business process changes (a new step, a different criterion), the automation designed for the old process stops reflecting reality.
• Volume growth — a system designed for a certain volume of operations can start failing or slowing down as that volume grows significantly.
• Unplanned edge cases — over time, situations come up that weren’t considered in the original design, and the automation doesn’t handle them well.

What kind of maintenance is needed

1. Active monitoring — to catch anything starting to fail before it becomes a visible problem (a customer left unanswered, a piece of data loaded wrong).
2. Periodic review — don’t wait for something to break to check whether the automation still reflects the current process.
3. Incremental adjustments — add improvements as opportunities come up, instead of leaving the system static.
4. Updates when tools change — when a platform changes how it works, the automation that depends on it needs to be updated in parallel.
5. Available support — a clear channel for your internal team to flag when something isn’t working as it should.

A common mistake

Treating automation as a project with a closing date, instead of a living system that grows alongside the business. The automations that work best long-term are the ones with someone reviewing and adjusting them — not the ones left running unsupervised since the day they were delivered.

The expected result

An automation system that’s still working well six months or a year after implementation — not just the first month — and that adapts as your business changes, instead of quietly falling out of date.

This is exactly what we work on in maintenance & continuous improvement.