PsychoHAistoryResearch Initiative

Journal · No. 01

Why Predict the Work?

Organizations measure work constantly and predict it badly. That gap is the research question.

Every modern organization is an archive. Tickets, commits, reviews, approvals, incidents and releases all leave time-stamped traces. Yet when a new project starts, its plan is still mostly a negotiation between optimism and experience.

Predicting the work does not mean predicting the future in general. It means asking a narrow question with a checkable answer: given this team, this kind of task and this structure of dependencies, what range of outcomes should we expect — and how often is that range right?

What would make it useful

A prediction is useful when it changes a decision and when its confidence means something. A forecast that says “80% likely by March” should be right about four times in five. Without that property, a number is decoration.

What this journal will do

We will publish the questions, the methods and — eventually — the scorecards, including the predictions that failed. This first note only states the ambition. The work of earning it has not started yet.

This is a concept note. It reports no experiments and no results.