




Walk into almost any job today and you will feel it, even if no one says it out loud. Work has become measurable in ways it never used to be. Keystrokes, calls, route time, badge swipes, ticket closures, camera footage, GPS pings, “active time” on a screen, even tone of voice in a customer call. A growing share of that tracking is powered by tools that market themselves as “AI,” “algorithmic management,” or “automated insights.”
For the employees, the big question is what the law says about it, what your employer has to tell you, where the limits are, and what you can do if it crosses the line into invasion of privacy, discrimination, retaliation, or an unfair discipline process.
This article walks through the practical reality of workplace AI monitoring, the legal protections that already exist, and where guidance from an employment lawyer in New Jersey can be especially valuable.
Before looking at the legal protections available to New Jersey employees, it helps to understand how AI monitoring shows up in real workplaces. These tools vary in how intrusive they are, but most fall into several broad categories.
Computer activity is one of the most widely used forms of workplace surveillance. These systems track keystrokes, mouse movements, application usage, and websites visited during the workday.
More advanced platforms can take periodic screenshots, creating a visual timeline of an employee’s activity. Some tools also scan emails, chats, and internal messages for keywords or patterns that employers associate with productivity, compliance, or security risks.
Video and audio recordings have become increasingly sophisticated with the introduction of AI. In some environments, systems analyze facial expressions to infer emotional states, track eye movement to assess attention, or evaluate tone and participation during meetings.
In certain regulated workplaces, it can also serve legitimate compliance purposes. For example, at New Jersey gas stations, where self-service fueling is prohibited, cameras may be used to ensure attendants are following safety rules, helping protect customers while also shielding station owners from steep regulatory penalties.
Productivity analytics tools use AI to build detailed profiles based on digital behavior. These systems may measure task completion speed, time spent on specific activities, or how an employee’s work habits compare to others. Employers may rely on this data for performance reviews, promotion decisions, or disciplinary action, including termination.
“The decision to speak up is powerful. But knowing what happens after — and how to protect yourself — is just as critical.”
— Olivia Rhye
Workplace monitoring disputes often come down to what an employee was told, what was reasonable to expect, and if the employer’s policy actually matches what the employer is doing.
New Jersey courts have wrestled with that idea for years, even before “AI monitoring” was a buzzword. A well-known example is the New Jersey Supreme Court’s decision in Stengart v. Loving Care Agency, which dealt with an employee’s personal, password-protected emails accessed on a company laptop.
The Court emphasized that policy wording and employee expectations matter, and it treated ambiguity in a policy as a serious problem, especially where attorney-client communications are involved.
The point for employees today is straightforward: if your employer’s policy says one thing, but the technology does something broader or more invasive, that mismatch can become legally important… even if the employer insists the tool is “standard.”
In situations like these, speaking with an employment attorney in New Jersey can help determine whether that mismatch crosses a legal line.


Traditional monitoring collects information. AI tech often goes further by interpreting it.
A manager watching a live camera feed is one thing. A system that claims it can detect “suspicious behavior,” predict who will quit, decide who is “high risk,” or automatically generate discipline recommendations is a different level of power. That is where you see more risk of bias, more errors, and more employees getting punished for outputs they do not understand and cannot challenge.
New Jersey has started addressing these risks directly through civil-rights enforcement. In January 2025, the New Jersey Division on Civil Rights issued guidance explaining how “automated decision-making tools” can create unlawful discrimination under the New Jersey Law Against Discrimination, and that covered entities, including employers, can be liable for “algorithmic discrimination” even if they did not build the tool themselves.
That guidance matters because it signals a clear view from the state: employers cannot outsource discriminatory outcomes to software vendors and call it “neutral.”
New Jersey does not have one single statute that covers everything. Instead, employee rights are shaped by several overlapping bodies of law: privacy statutes, civil rights laws, retaliation protections, and court decisions.
One of the clearest New Jersey laws is about location tracking. New Jersey has a statute that penalizes an employer who knowingly uses a tracking device in a vehicle used by an employee without providing written notice.
This is important because “workplace AI monitoring” often includes GPS and route tracking, and telematics data. If your employer is tracking vehicles you use for work, written notice is not optional under this law.
New Jersey is also a “one-party consent” state for the interception of communications, meaning recording or intercepting a communication typically requires consent from at least one party to that communication, along with statutory exceptions.
In the employment world, the practical takeaway is not “employers can do they want.” The takeaway is that recording and intercepting communications can trigger legal issues fast if the practice is hidden, exceeds a stated policy, or intrudes into personal or legally protected communications.
The exceptions and definitions can be technical, but they matter when a company starts recording calls or scanning private accounts accessed on a work device.
New Jersey also recognizes invasion of privacy claims, including “intrusion upon seclusion,” which generally focuses on whether an intentional intrusion into private affairs would be highly offensive to a reasonable person. This is reflected in New Jersey case law and jury charges discussing the categories of invasion of privacy.
In a work setting, that does not mean employees automatically have privacy in everything. It means certain practices can become legally risky depending on where they happen, what is being captured, and what the employee reasonably expected.
New Jersey courts have addressed workplace monitoring beyond Stengart. For example, New Jersey appellate decisions have recognized employers’ ability to review work computer usage in certain circumstances, depending on the facts and policies involved.
These cases do not create a blanket rule that the practice is always allowed.” They reinforce that context matters: policies, notice, purpose, and how it is used.
Determining when workplace monitoring crosses the line from a legitimate business tool into invasive or illegal surveillance is not always easy. That said, certain warning signs can indicate your rights may be at risk.
A major red flag is monitoring conducted without notice. If you uncover tracking software, recording tools, or surveillance devices you were never told about, that lack of transparency may violate New Jersey law. Lawful monitoring is typically supported by written policies and clear disclosure to employees.
Surveillance in private areas is another serious concern. Cameras or recording devices in bathrooms, locker rooms, or similarly private spaces are generally prohibited under both state and federal law.
The collection of unrelated personal information can also signal improper monitoring. Employers should only gather data tied to legitimate business purposes. If monitoring systems capture information about personal activities, political beliefs, religious practices, or other protected characteristics, the practice may be unlawful.
Finally, improper handling or sharing of monitoring data raises serious legal concerns. Employers are responsible for safeguarding the information they collect. If monitoring data is shared carelessly, accessed by unauthorized individuals, or stored without adequate security protections, privacy laws may be implicated.
AI monitoring becomes an employment-law problem when it affects pay, hours, discipline, promotion, termination, or job assignments in a way that treats protected groups worse.
Under the New Jersey Law Against Discrimination, it is unlawful to discriminate in employment because of protected characteristics, including race, sex, disability, age, national origin, and many others.
The New Jersey Division on Civil Rights’ 2025 guidance matters here because it highlights a point employees often need to hear: if an automated tool produces a discriminatory outcome, the employer can still be liable under the LAD. The employer cannot defend itself by saying, “The software made the decision.”
You may never see the code, but the pattern shows itself at work. Examples include:
New Jersey’s DCR guidance focuses on these kinds of risks and emphasizes that the LAD applies when automated decision-making results in unlawful discrimination.
New Jersey law affords additional safeguards for certain categories of sensitive personal information. Even when employers have legitimate reasons to check workplace activity, they must exercise particular caution when collecting, accessing, or storing specific types of data.
Health information is protected under both federal and state law. The Health Insurance Portability and Accountability Act (HIPAA) sets strict standards for handling medical information. When workplace monitoring captures communications involving health-related information, employers are required to implement strong measures to prevent improper access or disclosure.
Financial information also receives heightened protection. New Jersey’s Identity Theft Protection Act requires businesses to maintain comprehensive data-security programs to safeguard Social Security numbers and other sensitive financial details. Employers using AI tech that collect or analyze this type of information must ensure full compliance with these security obligations.
Genetic information is protected by the New Jersey Genetic Privacy Act, which bars employers from requesting genetic testing or using genetic data in employment decisions. This protection has growing importance as some wellness or health-related programs seek increasingly detailed personal data.
Finally, off-duty conduct is largely shielded from employer scrutiny in New Jersey. The state’s Off-Duty Conduct Law restricts employers from taking adverse action against employees for lawful recreational activities outside of work. While not absolute, this protection helps prevent employers from extending workplace regulations into employees’ private lives.
Some employees are not disciplined because the monitoring found real misconduct. They are disciplined because the employer was looking for a reason.
New Jersey’s Conscientious Employee Protection Act, known as CEPA, prohibits retaliation when employees disclose, object to, or refuse to participate in conduct they reasonably believe is illegal or against public policy.
New Jersey also provides retaliation protections for workers who assert wage-and-hour rights, and the NJ Department of Labor and Workforce Development explains that retaliation for asserting workplace rights is unlawful.
In context, retaliation can look like this:
If you see a tight timeline between protected activity and discipline, data often becomes the “evidence” the employer points to, but that does not make it legitimate. It makes it something a lawyer should evaluate carefully in light of CEPA and other retaliation protections.
Many employees assume labor law only applies if they have a union. That is not always true.
At the federal level, the National Labor Relations Act protects certain concerted activity related to working conditions, and monitoring can raise legal issues when it chills those rights. The National Labor Relations Board’s General Counsel issued a public memo and statement describing how electronic surveillance and algorithmic management tools can interfere with protected rights, describing technologies like keyloggers, screenshots, wearable trackers, and location tracking.
Even if the legal landscape shifts over time, the practical point remains: if a tool is used to discourage employees from talking about wages, hours, scheduling, safety, or other working conditions, that can create additional exposure beyond state law.
Imagine a warehouse employee who works quickly but has a documented medical condition that requires periodic breaks and a slightly different pacing. The employer rolls out an AI productivity tool that compares workers to a “standard” benchmark and flags people who fall below the target. The employee starts receiving warnings based on the tool’s weekly score.
The employee tells HR that the benchmark does not account for an accommodation and asks for an adjustment. A month later, the tool flags the employee again, and the manager issues a final warning. When the employee complains that the tool is punishing a disability-related accommodation, the employer increases monitoring, pulls camera footage for minor issues, and cuts the employee’s hours.
In New Jersey, that scenario can trigger multiple legal frameworks at once. And if the employer’s practices do not match the written policy or cross into invasive territory, privacy and communications issues can also surface depending on the facts.
The bigger lesson is that “AI monitoring” cases are rarely only about technology itself, and much more often about what the technology is used to do to a person’s job.
As AI continues to reshape how work is monitored and managed, New Jersey employees are increasingly navigating questions about privacy, dignity, and control over their professional lives. The legal landscape can feel complex, but New Jersey offers some of the strongest employee privacy protections in the nation.
Knowing your rights is the foundation of protecting them. When you understand both the technologies tracking workplace activity and the laws that place limits on their use, you are better equipped to move forward with clarity and confidence.
You do not have to face these challenges on your own. If you believe your employer’s monitoring practices cross legal or ethical lines, help is available.

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