Build a promotion case when the real criteria are hidden

The hidden criteria are the decision's intake form

You are close to a promotion, and the decision maker is working from a form, not your résumé. A manager who has written promotion cases and lost some knows the form wins. If the form cannot consume your evidence, the evidence does not exist for the decision.

The criteria are hidden because the process has a shape that is not written on the employee's wall. A promotion algorithm may look like a mystery, but it is usually a set of inputs: who rates you, what is scored, how long you have been in the role, and how hard it would be to replace you. The question is who decides promotion, and what that person can defend.

Marc Lore, Wonder's founder and CEO, described an AI promotion process that blends peer input, performance reviews, and a replacement-difficulty metric called VAR. Wonder requires at least 12 coworkers to review each employee every six months, covering performance, behaviors, and leadership, and combines those ratings with written feedback into an AI-generated performance report.

The system also produces an estimate of time in role before advancing. Wonder’s value above replacement, or VAR, score gauges how hard it would be to substitute an employee with a peer at the same level. The AI uses that score together with a performance-management score to decide whether an employee should be promoted. Managers can reject the recommendation if they believe the model missed important context, and such overrides are becoming less frequent as the model improves.

Academic promotion guidance says a strong application must provide concrete evidence of impact rather than merely list publications, courses taught, and leadership or service roles, because a panel cannot fully evaluate impact if it receives only a CV and a dry summary of duties and publications.

The audit belongs before the window

The audit is a map of the promotion evidence, not a performance review. You need to know what the decision consumes before you can feed it. The list is short because each item marks a place where a common promotion case dies.

• Can you name the decision inputs: peer ratings, replacement difficulty, documented performance, role duration, and written narrative?
• Can you identify who sees each input and how it is scored?
• Can you locate the promotion window and the date your role tenure is measured?
• Can you write the gap between your evidence and the expected evidence?
• Can you get a dry run against the criteria before the window?

The first four questions expose the hidden criteria; the last one gets an early no, which is kinder than a no after the window.

The org chart is the real test. A promotion case that ignores it will sound confident and still fail. The case needs to show that the next level is not a title, but a different set of consequences you can already absorb. If the next level is mostly a bigger title, the evidence will feel thin.

The gap is the case

After the audit, the case becomes a bundle of evidence a formalized decision can consume, more a file than a plea.

Document the gaps before the promotion window. If those inputs are in play, ask who will rate you and what they will see, show the work that would be hard to hand off, and state the date you entered the level and the work that has changed since then.

Keep the human part visible. A decision maker should understand what the evidence means for the team, not just that a number moved. The kind version of a promotion case is still a case, and it names the impact, the owner, and the next level of responsibility. That gives the decision maker something to defend.