AI and Employee Evaluations
Unlocking Smarter, More Effective Feedback
Performance reviews are often a source of stress for both employees and managers. However, they can be time-consuming, subjective, and sometimes disconnected from actual growth. But what if technology could make reviews faster, more objective, and useful for everyone involved? Enter AI.
How AI Makes Performance Reviews Smarter
Traditional performance reviews rely heavily on a manager’s judgment, which can introduce bias or inconsistencies. In contrast, AI removes the guesswork by analyzing data objectively and offering a clearer picture of employee performance. It uses real-time data, meaning feedback is based on actual work, not just memory or assumptions.
For example, AI tools can track project progress and instantly provide insights, even suggesting areas for improvement. This helps managers spend less time gathering data and more time engaging in meaningful conversations with their teams.
Benefits of AI in Performance Reviews
- Faster Feedback: Firstly, AI-powered tools in systems like Salesforce or Zendesk can help identify strengths and areas for growth. This allows managers to support their teams more effectively and provide feedback when it’s most helpful—without having to wait for the next formal review.
- Eliminating Bias: Furthermore, bias is a common challenge in evaluations. AI helps by focusing on clear, measurable data—like project completion rates, customer feedback scores, or response times—rather than personal impressions. This ensures that feedback is based on objective criteria, making performance reviews fairer and more transparent.
- Less Admin, More Impact: In addition, administrative tasks like scheduling meetings, sending reminders, and compiling reports can take up a lot of time. With AI-powered tools, these tasks can be automated.
- Continuous Improvement: Lastly, AI isn’t just for annual reviews. It helps managers keep track of employee progress throughout the year with automated check-ins and real-time updates. This creates an ongoing feedback loop rather than a once-a-year event.
For example:
- x.ai is an AI-driven scheduling assistant that handles meeting arrangements by analyzing participants’ availability and preferences.
- Krisp uses AI to automatically remove background noise during calls, improving productivity in meetings without extra effort.
- Grammarly’s AI assists in writing and editing by suggesting improvements for clarity, tone, and structure in real-time.

Putting AI to Work in Your Reviews
Imagine preparing for a feedback session: instead of digging through notes, AI can instantly summarize an employee’s performance—highlighting achievements, areas for improvement, and growth suggestions. Tools like Lattice and 15Five enable this feature, making reviews more accurate and less stressful.
AI Tools You Should Know for Performance Reviews
- Lattice: Imagine preparing for a performance review. Instead of sorting through feedback and progress by yourself, Lattice automatically collects all that information for you. It gathers data from projects and feedback, giving you a clear overview in one place, saving time and helping you focus on what really matters.
- 15Five: Let’s say your team has been working on different projects all year. With 15Five, employees can regularly update you on their progress. You don’t have to wait for an annual review to know how they’re doing. It helps you track goals and provides regular updates, so feedback is always current.
- Betterworks: If you’re tracking long-term goals, Betterworks makes it easy. You can set clear goals and check in on progress throughout the year. This way, performance reviews are based on steady improvement, not just a few random wins.

The Bottom Line: AI is Here to Help, Not Replace
AI doesn’t replace human input in performance reviews—it enhances it. By offering data-driven insights, AI helps managers provide more personalized, objective feedback while cutting down on administrative tasks. When paired with human judgment, AI transforms performance reviews into a valuable tool for growth.
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