The Counterfactual Twin

A promising outcome is hard to judge without a fair comparison. Imagine the same person, resources, and time spent on the best realistic alternative, then compare what each future might deliver.

Same person + same resources + same horizon → compare two futures.

The Counterfactual Twin gives an attractive proposal a meaningful reference case. Construct a parallel future using the current best alternative, including continuing what already works. Compare expected outcome, cost, and learning at the same horizon. These are estimates that guide a decision, not observations establishing what would have happened.

Try this when…

This sounds impressive, but compared with what?

We're comparing the proposal with doing absolutely nothing.

The expensive option gets a longer time horizon in every discussion.

Would ordinary progress produce much of this anyway?

What you can use it for

Compare commitments fairly

Put a course, project, or program beside a realistic use of the same resources.

Clarify added value

Ask what improvement would exceed the progress expected without the proposal.

Choose informative comparisons

Identify which uncertain difference needs evidence before committing.