A forecast presented as a single confident number is a comforting fiction. The future arrives as a range, and pretending otherwise doesn't make planning easier — it just makes the eventual miss more expensive.

Ranges, not false precision

"We'll do $4.2M" sounds rigorous and is almost certainly wrong to the dollar. "We'll do $3.6M to $4.6M, most likely around $4.1M" is less satisfying and far more useful — it tells you the shape of the uncertainty, which is the thing you actually need to plan around. A point estimate hides the risk; a range names it.

An honest forecast:

False precision isn't more rigorous than a range. It's just a way of hiding how much you don't know — until the moment it stops being hidden.

Leadership doesn't need the comfort of a single number; it needs an accurate picture of the uncertainty. Give it a range and the reasoning behind it, and you'll get better decisions — and far more trust when the real number lands inside the band you named.