How to Find a Manufacturing Process Worth Automating

The operational problem

Automation proposals often arrive as a long list of tasks. Prioritising them badly leads to projects that are technically successful and operationally irrelevant.

Why it happens

Tasks are easy to count but hard to compare. Frequency, cost, error rate, and strategic importance rarely point at the same task.

What leaders usually miss

The best automation target is usually where frequency, rule-clarity, and error cost overlap. High-frequency tasks with vague rules are the most likely to disappoint.

What technology can and cannot solve

Automation handles repetition and consistency well. It handles ambiguity and exception judgement poorly unless a person stays in the loop.

Example solution patterns

Example solution pattern - not a packaged YOTT product.

• Rule-based approval and routing
• Document generation from existing data
• Scheduled reconciliation and exception reporting

Questions to ask internally

Answer these before writing any automation specification.

• How often does this task run?
• How clearly can the rule be written down?
• What does an error cost in time or money?
• Who reviews the exception when the rule does not apply?