Artificial intelligence is rapidly changing how employers evaluate their workforce. Instead of relying solely on annual performance reviews or direct manager feedback, many companies now use AI-powered software to measure productivity, track employee activity, analyze communication patterns, and even recommend promotions, discipline, or layoffs. While these tools promise greater efficiency and consistency, they also raise an important legal question: Can an AI-generated performance review lead to wrongful termination?
As AI becomes more common in workplaces, employees are increasingly contacting a wrongful termination lawyer after being fired for allegedly poor performance that was measured—or heavily influenced—by automated systems. Although California employers may use artificial intelligence to assist with employee evaluations, they cannot rely on inaccurate, biased, or discriminatory AI assessments to justify unlawful termination. Employers remain legally responsible for every employment decision, regardless of whether technology helped make it.
The answer depends on how the AI was used, whether managers independently reviewed its recommendations, and whether the termination violated California employment laws protecting workers from discrimination and retaliation.
Why Employers Are Using AI Performance Reviews
Traditional performance reviews often relied on a supervisor’s personal observations.
Today’s AI systems can analyze thousands of data points, including:
- Productivity levels
- Attendance records
- Response times
- Customer feedback
- Sales numbers
- Project completion rates
- Keyboard and mouse activity
- Time spent in workplace applications
- Collaboration metrics
Employers believe these tools reduce human bias and provide more objective evaluations.
However, AI is only as reliable as the data it receives.
If that data is incomplete, inaccurate, or influenced by historical workplace bias, the recommendations may also be flawed.
Can AI Scores Be Wrong?
Absolutely.
Artificial intelligence cannot understand the full context behind an employee’s performance.
For example, an AI system may lower an employee’s productivity score because they:
- Took protected medical leave.
- Received a reasonable accommodation for a disability.
- Reduced hours during pregnancy.
- Helped train new employees instead of completing individual tasks.
- Spent time resolving complex customer issues that required longer response times.
While these situations may appear as lower productivity to an algorithm, they often have perfectly legitimate explanations.
That is why employers should never rely solely on automated performance scores when making termination decisions.
AI Doesn’t Understand Human Circumstances
Unlike a manager, AI cannot recognize:
- Family emergencies
- Medical conditions
- Workplace harassment
- Approved accommodations
- Protected leave
- Temporary workload changes
It simply measures patterns.
When employers blindly trust those patterns without investigating the reasons behind them, they increase the risk of making unfair—and potentially unlawful—employment decisions.
Can an AI Performance Review Become Illegal?
Using AI itself is not illegal.
The legal issue arises when an AI-generated evaluation contributes to discrimination or retaliation.
For example, problems may occur if:
- Employees with disabilities consistently receive lower scores because of approved accommodations.
- Workers returning from maternity leave are penalized for reduced productivity.
- Older employees are disproportionately identified as low performers.
- Employees who recently complained about discrimination suddenly receive poor AI-generated evaluations.
California law focuses on whether the employment decision violated an employee’s legal rights—not whether the recommendation came from a manager or a computer.
Remote Work Makes AI Reviews Even More Complicated
Remote and hybrid work have accelerated the use of AI monitoring software. Many employers now rely on tools that track login times, application usage, response rates, keyboard activity, and other productivity metrics.
While these systems can provide useful data, they don’t always measure the quality of an employee’s work. Someone solving complex problems or mentoring coworkers may appear less productive than someone completing repetitive tasks, even though their overall contribution is greater.
Performance should never be judged by numbers alone.
Warning Signs Your AI Performance Review May Have Been Unfair
You should take a closer look at your termination if:
- Your performance reviews were consistently positive until AI monitoring was introduced.
- You were terminated shortly after taking medical, family, or pregnancy leave.
- Your employer could not clearly explain your low performance score.
- Coworkers with similar performance were treated differently.
- You were fired soon after reporting discrimination, harassment, unpaid wages, or other workplace violations.
These situations do not automatically prove wrongful termination, but they may suggest the employer relied too heavily on an inaccurate or biased evaluation.
What Evidence Should You Keep?
If you believe an AI-generated performance review contributed to your termination, preserve as much information as possible, including:
- Performance evaluations
- Emails with supervisors
- Productivity reports
- Company AI or monitoring policies
- Written warnings
- Medical leave documentation
- Employee handbook
- Termination letter
Good documentation often makes it easier to determine whether an employer applied workplace policies fairly.
Frequently Asked Questions
Can my employer use AI to evaluate my performance?
Yes. California employers may use AI-assisted performance management tools, but they remain responsible for ensuring employment decisions comply with state and federal employment laws.
Can an inaccurate AI review justify termination?
Not necessarily. If an employer relies on inaccurate or biased AI-generated information without meaningful human review, it may create legal risks, particularly if protected employees are disproportionately affected.
Is AI bias considered discrimination?
AI itself cannot discriminate intentionally, but if its recommendations produce discriminatory outcomes and employers rely on them, those decisions may violate California employment laws.
Should managers review AI recommendations before firing someone?
Absolutely. AI should support human decision-making—not replace it. Employers should independently verify the accuracy of AI-generated evaluations before taking disciplinary action.
Final Thoughts
Artificial intelligence can help employers organize data and identify performance trends, but it cannot replace fairness, judgment, or legal compliance.
A poor AI-generated score does not automatically mean an employee deserves to lose their job. Employers should evaluate the full picture, consider individual circumstances, and ensure automated recommendations do not lead to discrimination or retaliation.
If you believe you were terminated because of an inaccurate or biased AI performance review, understanding your legal rights is an important first step. California law protects employees from unlawful employment decisions—even when artificial intelligence is involved.
