AI case study

Waterford.orgPerformance reviews

New competency reviews tripled evaluation questions. Now, employees use AI to synthesize past 1:1 notes and draft high-quality feedback.

Published|today

Key results

Writing Speed Increase
3x
Writing Speed Increase
2x
Review Completion Time
~30 mins

Result highlights

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The story

Context

A nonprofit early education organization with a distributed workforce relies on continuous feedback and performance tracking tools to manage employee growth.

Challenge

A transition to a more rigorous, competency-based evaluation format doubled the number of review questions for managers and nearly tripled them for...

Solution
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Scope & timeline

  • 1000% increase in AI usage for review queries

Quotes

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The company

Waterford.org logo

Waterford.org

waterford.org

Early learning programs and software for PreK-2 reading, math, and science.

IndustryEducation & Training
LocationSandy, UT, USA
Employees251-1K
Founded1976

The vendor

People management platform for performance reviews, goals, and employee engagement.

IndustrySoftware & Platforms
LocationSan Francisco, CA, USA
Employees251-1K
Founded2015

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