Automation promises often sound strong: save hours, remove errors, pay back in months. In real business, it is better to calculate more calmly.

1. Start with the current baseline

How much time does the process take today, how many people are involved, how many errors are fixed, and how often does it run?

2. Include error cost

Errors cost more than correction time. They can slow orders, warehouse work, finance, customer service, and management decisions.

3. Do not forget support

Automation needs maintenance, especially when APIs, file formats, vendors, or work habits change.

4. Evaluate in stages

It is better to start with one process and clear measurement than promise company-wide transformation without a baseline.

Practical principle: automation ROI should be simple enough for leadership to validate without technical translation.