Artificial intelligence (“AI”) and other emerging technologies are rapidly changing the workplace—and California lawmakers have responded. In 2026, Governor Newsom signed several significant bills regulating AI-assisted employment decisions and workplace surveillance, while vetoing another that would have imposed new AI-related notice requirements on public agencies.
For California public agencies, these new laws establish important limits on how automated systems may be used in employment decisions, where employees may be monitored, and what information AI-powered tools may collect or determine about employees.
Senate Bill (“SB”) 947: A Human Must Remain in the Loop
SB 947—referred to during the legislative process as the “No Robo Bosses Act”—regulates employers’ use of automated decision systems (“ADS”) in employment decisions. The law becomes operative July 1, 2027, and expressly applies to public employers.
An ADS generally includes a computational process derived from machine learning, statistical modeling, data analytics, or AI that produces a score, classification, recommendation, or other simplified output used to assist or replace human discretionary decision-making and that materially impacts individuals. Ordinary tools such as calculators, databases, antivirus software, firewalls, and identity and access-management tools are excluded.
SB 947 prohibits employers from using an ADS to violate or prevent compliance with labor, employment, occupational safety, or civil rights laws; determine an employee’s protected status under the Fair Employment and Housing Act; or predict and take adverse action against a worker for exercising legal rights.
Most significantly, an employer may not rely solely on an ADS when making a disciplinary or termination decision.
If an employer primarily relies on an ADS output, a human reviewer must corroborate the decision using relevant information, such as supervisory evaluations, personnel records, employee work product, peer reviews, or witness interviews. If the output cannot be corroborated, or the reviewer determines it is inaccurate, incomplete, or misleading, the employer may not use it to make the decision.
The law also requires a separate written notice when an employer primarily relies on an ADS in making a disciplinary or termination decision. Among other things, the notice must disclose that an ADS was primarily relied upon and human-reviewed, provide a means to contact a human for additional information, and inform the employee of the right to obtain a meaningful description of the employee’s data used by the system.
To ensure compliance and sound personnel practices, public agencies should not treat automated performance scores, attendance analytics, productivity systems, and similar technologies as substitutes for an appropriate disciplinary investigation. Agencies relying substantially on technology-generated findings should establish procedures documenting the human review, the information considered, and how the reviewer independently corroborated the result.
SB 947 also permits its requirements to be expressly waived through a collective bargaining agreement, but only if the agreement clearly and unambiguously waives the statute, addresses wages or earnings and other working conditions, and provides protection from algorithmic management.
Violations may be enforced by the Labor Commissioner or public prosecutors and are subject to a civil penalty of $500 per violation.
Assembly Bill (“AB”) 1883: New Limits on AI-Powered Workplace Surveillance
AB 1883 regulates certain uses of workplace surveillance technology. It takes effect January 1, 2027, and expressly applies to public employers, including charter cities.
The law broadly defines a “workplace surveillance tool” as a system, application, instrument, or device that collects or facilitates the collection of employee data, activities, communications, actions, biometrics, or behaviors by means other than direct human observation. Examples include video and audio surveillance, continuous time tracking, geolocation, electromagnetic tracking, and photoelectronic tracking.
AB 1883 targets two specific uses of AI. Employers may not use a workplace surveillance tool that uses AI to:
- recognize, infer, or predict an employee’s emotional state; or
- collect “neural data,” meaning information generated by measuring activity of an employee’s central or peripheral nervous system that is not inferred from non-neural information.
The law does not prohibit surveillance tools used for safety or other purposes that do not engage in these prohibited activities.
Notably, Governor Newsom urged the Legislature to revisit AB 1883 even as he signed it. His signing message cautioned that the law “lacks key definitions” that may create uncertainty about which technologies are covered and encouraged further clarification to avoid inadvertently restricting beneficial security and other legitimate technologies.
Public agencies should inventory employee-monitoring technologies—not merely products marketed as “AI”—and determine whether any use AI or machine learning to infer emotions or collect neural information. Particular attention should be given to biometric, wearable, safety-monitoring, and employee-analytics technologies whose functionality may extend beyond what agency personnel realize.
Violations may be enforced by the Labor Commissioner or a public prosecutor, with civil penalties of up to $500 per violation.
AB 1331: Keep Workplace Surveillance Out of the Bathroom
AB 1331 addresses another form of workplace surveillance: monitoring employees in workplace bathrooms. It takes effect January 1, 2027, and expressly applies to state and local public employers, including charter cities.
AB 1331 uses a similarly broad definition of “workplace surveillance tool,” but the final legislation is considerably narrower than earlier versions of the bill and focuses specifically on bathrooms.
Unless directed by a court order, an employer may not use a workplace surveillance tool to monitor or surveil employees in a workplace bathroom. Employees also generally have the right to leave behind workplace surveillance tools before entering a bathroom. Exceptions apply, including for employees required to remain available during meal or rest periods pursuant to federal law or existing state law, and for tools used only to record an employee’s one-time entry into and exit from a bathroom.
Employees may be required to carry such electronic badges, personal alarms, and similar devices used for identification, safety, or access to secured bathrooms in certain circumstances, provided the device does not detect or record audio or video and does not have physically embedded or attached AI.
For public agencies, compliance involves more than ensuring there are no cameras in restrooms. Agencies should review GPS-enabled radios, body-worn cameras, electronic badges, smartphones, wearable safety devices, and other equipment capable of generating location or activity data to determine whether they qualify as workplace surveillance tools and whether existing policies and settings comply with the new restrictions. Public safety agencies should pay particular attention to the exceptions for identification and safety devices.
Violations may result in civil penalties of up to $500 per violation.
AB 2656: One AI Mandate Left on the Cutting-Room Floor
Not every proposed workplace AI mandate became law. Governor Newsom vetoed AB 2656, which would have required covered public employers to provide recognized employee organizations at least 45 days’ written notice before developing, purchasing, or requiring generative AI to perform services within the scope of work of a represented classification.
The Governor’s veto message is significant for public-sector labor relations. Although agreeing that employees should be informed when employers introduce technologies that significantly affect them, Governor Newsom concluded that AB 2656 would create “redundant administrative layers” and potentially slow deployment of even innocuous technologies. More importantly, he stated that these issues are “best resolved through the collective bargaining process,” allowing employers and employees to tailor rules to their specific workplaces.
The veto means public agencies will not face a new, across-the-board statutory 45-day notice requirement for introducing generative AI to perform bargaining-unit work. It does not, however, eliminate existing labor-relations obligations. California public-sector collective bargaining law may independently require notice and an opportunity to bargain when new technology changes matters within the scope of representation or has reasonably foreseeable negotiable effects.
Other AI Developments Affecting Public Agencies
Governor Newsom also issued executive orders directing the State to prepare for AI’s potential effects on California’s workforce and strengthen standards for state procurement and use of AI. Among other things, the orders address AI-related workforce disruption, worker protections and retraining, and privacy, security, civil rights, and responsible-use standards for AI vendors doing business with the State.
A few other new, technology-related laws warrant mention:
- SB 1159 clarifies that AI systems and other nonhuman entities are not “persons,” members of the public, or other participants entitled to exercise rights under several California laws governing public agencies, including the Brown Act, Public Records Act, Administrative Procedure Act, and CEQA.
- AB 2392 establishes AI-related training and procurement requirements for California’s public higher education institutions.
- SB 951 requires additional disclosures when layoffs covered by Cal/WARN result from AI or automation. Because Cal/WARN generally does not apply to California public agencies, however, these new requirements will not affect public agency employers.
What Public Agencies Should Do Now Before the New Rules Take Effect
California’s new laws do not prohibit public agencies from embracing AI and emerging workplace technologies, but they do require meaningful human involvement in consequential employment decisions and place new guardrails around surveillance of employees.
Here are some steps public agencies can take now:
- Inventory AI-enabled and automated technologies;
- Identify systems that collect, analyze, or draw conclusions from employee information;
- Determine whether automated outputs influence discipline or termination;
- Establish human-review and documentation protocols for SB 947; and
- Evaluate bargaining obligations before implementing technology affecting represented employees.
Technology may change how work gets done, but it does not change the importance of sound judgment, fair processes, thoughtful labor relations, and personnel policies that keep pace with the evolving workplace. Public agencies should review and update their policies and procedures to ensure they address the use of AI, automated decision-making, and workplace surveillance consistent with these new requirements. Reach out to your trusted legal advisors for assistance.






