How to Use AI for Performance Reviews

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The idea of using AI for employee evaluations might seem futuristic. After all, reports like the World Economic Forum’s Future of Jobs have stirred concerns, predicting that shifting global trends in tech could displace 92 million jobs.
To put things in perspective, a study found that one in five Americans holds a job with “high exposure” to AI technologies. This implies significant parts of their work could already be automated.
But AI hasn’t taken over—it’s teamed up. Instead of replacing HR professionals, AI empowers them by automating routine tasks and offering data-driven insights that would otherwise take weeks to unearth.
This makes AI a helpful, collaborative tool for HR use cases such as performance reviews.
The performance review process often struggles to inspire enthusiasm in the workplace.
A Gallup study found that only 20% of employees feel motivated by their manager’s evaluation methods. Clearly, something needs to change.
Enter: AI reviews. This process offers a fresh approach by simplifying data collection, automating repetitive tasks, providing objective insights, and improving feedback quality.
Here’s how AI tools for HR can support your performance reviews:
While AI in the workplace doesn’t replace the importance of human judgment, it makes reviews more transparent, consistent, and meaningful. The result? More engaged employees and productive review discussions.
🧠 Fun Fact: Performance reviews for managers and professionals didn’t really take off until the mid-1950s! While employee appraisals started appearing after World War I, it took a few more decades for leadership to get in on the feedback loop.
AI transforms the performance review process from a chore to a powerful, insight-driven experience.
👀Did You Know: 49% of organizations already leverage AI in HR, viewing it as a key enabler for their human workforce.
Let’s examine a few use cases to understand how AI can make evaluations more intelligent and meaningful for managers and employees.
AI takes the guesswork out of tracking goal progress by pulling real-time data from systems like Salesforce or Zendesk. It continuously monitors key metrics and sends alerts when:
With AI, feedback becomes data-driven and specific, based on actual performance, not just memory or assumptions. It provides managers with actionable insights to foster improvement while helping employees map out goals and craft detailed plans for the year ahead.
A Reddit user explains how they’re already using AI to fill out their annual review assessments:
I just completed my annual review inputs. I used AI to improve my responses, and I turned in my best and most thorough review to date. I always struggle filling these things out, but this time it was so very much easier!! 🙌
Who knew performance reviews could be enjoyable?
Gallup’s research shows that employees who get quarterly progress checks are 90% more likely to be engaged and 2.1 times more likely to feel the review process is fair and transparent.
While these regular check-ins significantly boost engagement and fairness, many managers find it challenging to find the time to conduct thorough reviews every quarter.
That’s where AI makes performance feedback an ongoing process rather than a once-a-year formality. How? By setting automations. This is all you can automate for:
Automating your processes to generate timely pushes helps teams stay on track and make regular adjustments, which might be difficult with annual reviews.
Imagine You’re about to give feedback to a team member, staring at a sea of notes and data, trying to remember everything they’ve done right (and not so right) over the past few months. It’s a lot!
AI can do the heavy lifting for you here. It eliminates the scope for bias by analyzing performance data objectively. Instead of relying just on a manager’s judgment, AI tools:
Isn’t it obvious? Feedback grounded in solid data and free from human bias is more acceptable to employees—and more likely to inspire real action.
Let’s get real for a second. Administrative tasks are a necessary evil in the workplace. From scheduling meetings to filling out endless forms, they can often feel like a time sink. But what if these tasks could be handled automatically, freeing up your time to focus on the stuff that actually moves the needle?
With AI, it’s possible.
Watch this quick video guide on setting up no-code AI automations!
It takes over the tedious administrative tasks involved in performance reviews of multiple employees, allowing managers to focus on meaningful interactions with their team. AI can automate:
With AI handling the nitty-gritty, you can spend time on the big picture—fostering growth, setting new goals, or celebrating successes. It’s not just about working smarter—it’s about reclaiming your time and making every interaction count.
AI provides valuable insights but truly shines when paired with human judgment. For example, AI flags an employee’s performance. Brad has been missing his sales targets for two consecutive quarters. These are cold, hard facts.
But Gene, the HR head, realizes that Brad’s been dealing with personal issues, leading to the drop in his numbers. With AI’s insights and a human touch, Brad’s review can be handled accordingly, and his workload can be managed better.
Managers can review AI-generated reports, add context, and adjust recommendations as needed.
This combination of technology and human elements ensures that feedback is precise and relatable. Instead of relying solely on data, managers bring it to life with conversations that inspire growth and clarity.
Also Read: Performance Review Tips for Managers
AI can also play a crucial role in transforming feedback into targeted growth. After identifying performance gaps in reviews, AI can help nurture your talent by breaking down silos and enhancing communications.
You can use AI to:
By automating these steps, AI ensures that feedback becomes a springboard for growth, delivering tailored development paths that empower employees to excel and reach their full potential.
Performance reviews often get a bad rap. Employees and managers alike see them as a dreaded ritual that requires endless spreadsheets and manual prep.
What if there could be a centralized place where your performance reviews are a living document being worked on round the year—with automations in place?
With ClickUp, it’s possible! The everything app for work also stands out as a performance review software, helping you organize data better and focus on constructive feedback that promotes growth.
With ClickUp Brain, its AI-powered assistant, data-driven insights, and actionable summaries are faster, smarter, and more straightforward than ever—and they also save time!
📮ClickUp Insight: We recently discovered that about 33% of knowledge workers message 1 to 3 people daily to get the context they need. But what if you had all the information documented and readily available?
With ClickUp Brain’s AI Knowledge Manager by your side, context switching becomes a thing of the past.
Here’s how ClickUp Brain helps you take reviews to the next level:


So, you can delegate the admin work to ClickUp Brain without any hassle. It uses human-centric AI to support project management and content creation, making your workflow more intelligent and intuitive. Use it to create:

And it’s not just performance reviews—HR leaders already embrace tools like ClickUp’s AI to transform other processes. 38% of HR leaders have explored or implemented AI solutions to boost efficiency.
ClickUp can make your HR workflows more efficient with built-in performance review templates!
💡Pro Tip: Ask for a summary of completed targets or missed deadlines for any employee with the AI Knowledge Manager. Then, use ClickUp Brain to craft data-driven feedback that speaks to actual performance outcomes
ClickUp is not only a task management system; it is a communication system, goal-setting system, and tracking system. It is a tool for organizing human resources and their time. It is the best tool for your productivity.
From tracking achievements to gathering self-evaluations or documenting peer feedback, the ClickUp Performance Review Template helps organize everything.
Designed to capture critical review elements, it empowers teams to assess, align, and plan for future growth effortlessly.
This performance review template includes essential sections such as:
This template is ideal for HR teams and managers who need a structured yet customizable HR process to conduct annual performance reviews without administrative headaches.
💡 Pro Tip: Conduct performance calibration meetings to share performance review tips with your employees beforehand. This helps them understand the process, align their goals, and feel more confident during the review, leading to more productive and meaningful feedback sessions.
Keeping track of employee performance each quarter can be a game-changer for continuous growth and alignment.
The ClickUp Quarterly Performance Review Template offers a structured approach to evaluating achievements, setting goals, and providing meaningful feedback—all while promoting transparent communication between employees and managers.
This quarterly review template includes key sections for:
This template is ideal for HR leaders and managers seeking a consistent framework to review team performance quarterly, spot areas of improvement, and recognize contributions
Also Read: How to Use AI in HR (Use Cases & Tools)
Performance reviews are essential for employee growth but don’t have to be lengthy, combative, and tedious. The bottom line is that AI can remove bias and complexity from performance evaluations.
ClickUp Brain can be your trusty AI partner through this process by automating repetitive tasks and offering real-time insights. The platform enhances feedback quality and makes tracking employee growth more manageable than ever.
With ClickUp, you get:
Richard Branson once said, “How your employees feel is how your customers will feel.” With ClickUp, you can get a happy, engaged team that translates to better results overall.
Ready to write performance reviews that improve your credibility as a manager? Sign up for ClickUp today!
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