The automation question
Every growing business reaches a point where manual processes start to strain. Tasks that worked fine with five people become bottlenecks at fifty. Reports that took ten minutes now take an hour.
The natural response is to automate. But automation isn't always the right answer, and poorly implemented automation can actually make things worse.
The right question isn't "should we automate this?" It's "what's the simplest fix that eliminates the bottleneck?"
When to automate
Automation works best when a process meets all three of these criteria:
High frequency
The task happens multiple times per day or week
Low variability
The steps are predictable and don't require human judgment
Clear I/O
The process starts with defined data and produces a defined result
Good candidates for automation
- Data entry from one system to another
- Status update notifications
- Report generation from structured data
- Invoice processing with standard formats
- Customer onboarding emails and sequences
If a process meets all three criteria, automation almost always pays for itself quickly.
When to standardize instead
Sometimes a process feels like it needs automation, but what it actually needs is standardization: a consistent, documented way of doing the work.
Signs you need standardization, not automation
Why standardize first
When to leave it manual
Not every process needs to change. Some processes are better left manual:
When to automate vs. leave manual
| Leave manual | Automate | |
|---|---|---|
| Happens 1-2x per month | ||
| Every instance is unique | ||
| Process is still evolving | ||
| Errors are extremely costly | ||
| Happens 5+ times per week | ||
| Steps are predictable | ||
| Clear inputs and outputs |
The hidden cost of automation
The decision framework
For any process you're evaluating, follow these three steps in order:
Step 1: Is the process documented?
If not, document it first. You'll often find that simply writing down the current steps reveals unnecessary complexity and easy improvements.
Step 2: Is the process standardized?
If different people do it differently, standardize it. Agree on a single approach, train the team, and measure whether the standardized version performs better.
Step 3: Is the standardized process still a bottleneck?
If yes, now you have a well-defined process that's worth automating. The documentation and standardization work you've already done makes automation faster and more reliable.
Document
Write down every step in the current process
Standardize
Agree on one approach and train the team on it
Evaluate
If still a bottleneck, now automate the well-defined process
Common automation mistakes
Automating a broken process
Critical mistake
Over-engineering the solution
The best automation is the simplest one that solves the problem. A well-configured email rule or spreadsheet formula often outperforms a custom integration that takes weeks to build.
Forgetting maintenance
Every automated workflow needs someone responsible for monitoring it, updating it when requirements change, and fixing it when it breaks.
Automation maintenance checklist
- Assign a clear owner for each automated workflow
- Schedule quarterly reviews of all automations
- Document what each automation does and why
- Set up alerts for when automations fail
- Keep a log of changes made to each workflow
A practical starting point
List
Write down every process your team runs weekly
Score
Note frequency, variability, and time spent for each
Rank
Sort by time spent, highest first
Test
Apply the three criteria to the top five processes
Start small