Appraisals are one of the most consequential processes in any organization, and one of the least trusted. They influence salary increases, bonuses, promotions, and development opportunities, yet many employees walk away from the process feeling frustrated or skeptical about how decisions were made.

Recently, I came across a LinkedIn discussion about how unfair appraisals can feel when organizations operate with predetermined rating “slots.” The debate often focuses on forced ranking, but in my experience, that isn’t the real problem.

The real problem is calibration.

After years in leadership roles and countless appraisal cycles, I’ve learned that appraisal systems rarely fail because of the rating framework itself. They fail because leaders are misaligned on how those ratings should actually be applied.

When calibration is unclear or inconsistent, the entire system collapses. Appraisals become a frustrating ritual for employees, a checklist exercise for middle managers, and another OKR item for senior leadership.

But when calibration is transparent, structured, and consistently applied, the appraisal process becomes something very different: a system people trust.

Over time, I’ve come to think about this as a set of leadership practices that make appraisal systems fair, credible, and repeatable.

First, Understand What Appraisals Are, And What They Aren’t

One of the biggest mistakes organizations make is treating appraisals as the moment when performance feedback finally happens.

It shouldn’t be.

Appraisals are not meant to be performance conversations. They are meant to be a review of the year reflecting on accomplishments, impact, lessons learned, and setting goals for the year ahead.

Ideally, they should even be a moment of celebration.

Performance discussions should happen continuously throughout the year, through regular check-ins between managers and their teams. When feedback is ongoing, the appraisal meeting simply documents what both sides already understand.

If the first time someone hears critical feedback is during their annual appraisal, the system has already failed.

The Real Issue Is Opacity

There are many criticisms of appraisal systems: bias, subjectivity, and perceived unfairness.

While those issues are real, the underlying problem I’ve repeatedly seen in organizations is opacity.

Employees often do not understand how ratings are determined. Managers interpret criteria differently. Leadership teams apply inconsistent standards across departments.

When the process lacks clarity and alignment, trust erodes quickly.

After seeing this play out across multiple organizations, I’ve found that appraisal systems succeed or fail based on one thing:

Whether leadership is aligned on calibration.

Step 1: Align Leadership on What Each Rating Actually Means

Before an appraisal cycle even begins, leadership teams must agree on what performance levels qualify for each rating category.

What does “exceeds expectations” actually look like?

What kind of outcomes represent “meets expectations” or “needs development”?

These definitions cannot remain abstract. They must translate into measurable results tied to the role.

The most effective way to do this is through clear KPIs and documented expectations. Once defined, these expectations should be shared openly with managers and employees.

When people understand what success looks like upfront, appraisals become confirmations rather than negotiations.

Step 2: Be Honest About Rating Distributions

Many organizations operate with some form of rating distribution. Managers are often required to place employees into categories such as:

• Top performers (exceeds exepctations, stars, etc)
• Strong performers (meets expectations, backbones, etc)
• Developing performers (needs development, stuck, etc)

This often translates into a capped structure — for example, top 10%, middle 80%, bottom 10%.