OperationsFree

The Automation Play

Machines or People

5 modules~25 min totalVerifiable certificate on completion

Syllabus

01The Automation Play
5 min
02The Labor Cost Horizon
5 min
03The Changeover Problem
5 min
04The Skills Gap
5 min
05The ROI Threshold
5 min

From Module 1 — read a sample

Automation investments trade a large upfront capital cost for lower ongoing labor costs, higher throughput, and better quality — but the decision is never purely arithmetic. Payback period tells you when the investment breaks even, but it says nothing about strategic optionality, workforce disruption, or what happens if volume assumptions do not materialize. The right frame is not "can we afford to automate" but "what does it cost us to delay, and who absorbs that cost."

Teaching a class?

Assign this course as homework. Students sign up free, work through the modules at their own pace, and earn a certificate with a public verification link they submit to you — no teacher account or setup required.

See the educator guide →