Transformation
How to Identify Business Processes Worth Automating
Not every repetitive process should be automated. This briefing offers a five-question filter for selecting durable automation candidates.
Reviewed by Director, Technology6 min readFunnel: Consideration
Thesis
Automation pays off on processes that are high-frequency, stable, well-defined, low-exception, and where the manual cost is not already trivial. Failing any one of those criteria destroys ROI.
01
The five filters
Frequency, stability, definition, exception rate, and manual cost. All five must hold.
02
Why exception rate matters most
High-exception processes appear automatable but become higher-cost after automation than before, because exceptions still require humans plus now require debugging.
Practical framework
The Automation Filter
- Is the process high-frequency?
- Is it stable across cycles?
- Is it well-defined in writing?
- Is the exception rate under 10%?
- Is manual cost non-trivial?
Key takeaways
- Automation destroys ROI on the wrong candidates.
- Exception rate is the single most predictive filter.
- Automate the boring, stable middle — not the visible edges.
Risks to avoid
- Automating a process to look modern rather than to save cost.
- Underestimating the ongoing maintenance burden.
Questions we hear
- Does AI change these criteria?
- It relaxes the definition and stability criteria somewhat, but exception handling and maintenance remain the dominant risks.
Related
Next step