Skip to course content
Free no-code course

AI Tools for Everyday Work / Module 9

Module 9

Estimate effort and identify dependencies

Unit ID: AIT-M09-U02 Estimated active time: 15-20 minutes

The main idea

Effort estimates are guesses unless checked against real context.

An estimate is a statement about your organisation, not about the task. The same work takes an hour in one place and a fortnight in another.

Why this matters

Estimates get quoted. A number produced as a rough guide becomes a commitment once it has been written in a plan someone else read.

Safe example

A tool suggests one day for a task that needs approval from another person.

The work is a day. The elapsed time is however long the approver takes, and that is the number that matters.

Better working habit

Ask for assumptions behind estimates.

"This assumes no approval is needed and the content already exists" is more useful than the estimate itself.

What to watch for

Do not treat AI time estimates as commitments.

Where an estimate goes into a plan others will read, mark it as an estimate and say what it assumes.

Mini practice

Add assumptions and dependencies to a plan.

Then find the estimate that changes most once its assumption is corrected.

Check yourself

Before moving on, answer:

  • What does each estimate assume?
  • Which estimate is elapsed time and which is effort?
  • Has any guess been quoted as a commitment?