Minnesota 2025-2026 Regular Session

Minnesota House Bill HF4451

Introduced
3/18/26  

Caption

Use of electronic monitoring tools in employment settings regulated.

Summary

HF4451 creates a new set of worker privacy and due-process rules for employers that use electronic monitoring tools in Minnesota workplaces. The bill defines a broad range of covered technologies and data, including surveillance, geolocation, biometric data, continuous time-tracking, and automated decision systems. It applies to employees, applicants, and independent contractors, and it covers state and local government employers as well as private employers and their vendors. The bill requires advance written notice before electronic monitoring is introduced or materially changed, and it requires notice to unions and the commissioner of labor and industry. In many cases, workers must give affirmative written consent before being subjected to monitoring, and they may opt out if a reasonable alternative exists. Employers must also disclose detailed information about what data is collected, why it is collected, how it is stored, who can access it, whether it is used in automated decision-making, and how it affects productivity standards or employment decisions. HF4451 also gives workers access and correction rights. Employers must retain monitoring records for 36 months, provide copies of requested data within seven days, and investigate correction requests. If data is inaccurate, employers must correct it, revisit affected employment decisions, and notify third parties that received the bad data. If the data is accurate, the employer must explain why it was not changed and how it was verified. The bill limits when electronic monitoring may be used and bars a long list of practices, including monitoring off-duty workers, monitoring private areas like bathrooms and break rooms, using facial/gait/emotion recognition, inferring sensitive traits such as immigration status, religion, health, reproductive status, or political beliefs, and requiring invasive devices or tracking apps on personal devices except in narrow circumstances. Employers may not rely solely on monitoring data for employment decisions and must use a trained human reviewer to corroborate the data before taking action. The bill also restricts sale or transfer of worker data, imposes security and breach-notice requirements, and creates enforcement authority, civil penalties, retaliation protections, and joint liability for employers and vendors. Because no committee transcript or vote history is provided, the overall sentiment cannot be measured from recorded debate or roll calls. Based on the bill text alone, the measure appears strongly protective of workers’ privacy and procedural rights, while imposing significant compliance obligations on employers, labor contractors, and technology vendors. Likely points of contention include the breadth of the notice-and-consent requirements, the limits on workplace surveillance and automated decision-making, the restrictions on location tracking and biometric tools, and the potential operational burden and liability exposure for employers.

Impact

The bill would add a new chapter of employment law in Minnesota Statutes, chapter 181, regulating electronic monitoring tools and automated decision systems in the workplace. It would create new employer duties for notice, recordkeeping, access, correction, appeal, data security, and limits on data sharing and use, while also creating new worker rights and enforcement mechanisms through the commissioner of labor and industry, the attorney general, and private civil actions. It would affect private employers, state and local government employers, labor contractors, vendors, workers, job applicants, and independent contractors, and it would preserve stronger local ordinances.

Sentiment

No committee discussion or vote record is included, so there is no documented legislative sentiment to summarize from debate or roll calls. From the bill text itself, the measure is clearly framed as a worker-protection and privacy bill, suggesting support from advocates concerned about surveillance, algorithmic management, and automated employment decisions, while likely drawing opposition or caution from employers and technology vendors because of the compliance, consent, and liability requirements.

Contention

The main points of contention are likely to be the bill’s broad definition of electronic monitoring and worker data, the requirement for affirmative written consent and possible opt-out rights, and the extensive disclosure obligations before monitoring can begin. Employers may also object to the limits on using monitoring data for discipline or termination, the requirement for human review of automated outputs, the restrictions on biometric and location tracking, and the ban on certain inferences about sensitive personal traits. Worker advocates, by contrast, are likely to support these provisions as necessary safeguards against intrusive surveillance and opaque algorithmic decision-making.

Companion Bills

MN SF4686

Similar To Use of electronic monitoring tools regulation in employment settings

Previously Filed As

MN SF4686

Use of electronic monitoring tools regulation in employment settings

MN HF4445

Use of automated decision systems in employment settings regulated.

MN SF4689

Use of automated decision systems in employment settings regulation

MN A4981

Regulates use of artificial intelligence-based systems for electronic monitoring regarding employment and public services.

MN S4075

Regulates use of artificial intelligence-based systems for electronic monitoring regarding employment and public services.

MN HB5579

Labor: fair employment practices; use of electronic monitoring or automated decisions tools by an employer; prohibit except for certain purposes. Creates new act.

MN S10290

Restricts the use by an employer or an employment agency of electronic monitoring or an automated employment decision tool to screen a candidate or employee for an employment decision unless such tool has been the subject of an impact assessment within the last year; requires notice to employment candidates of the use of such tools; provides remedies for violations.

MN S00185

Restricts the use by an employer or an employment agency of electronic monitoring or an automated employment decision tool to screen a candidate or employee for an employment decision unless such tool has been the subject of an impact assessment within the last year; requires notice to employment candidates of the use of such tools; provides remedies for violations.

MN S10147

Restricts the use by an employer or an employment agency of electronic monitoring or an automated employment decision tool to screen a candidate or employee for an employment decision unless such tool has been the subject of an impact assessment within the last year; requires notice to employment candidates of the use of such tools; provides remedies for violations.

MN A03779

Restricts the use by an employer or an employment agency of electronic monitoring or an automated employment decision tool to screen a candidate or employee for an employment decision unless such tool has been the subject of an impact assessment within the last year; requires notice to employment candidates of the use of such tools; provides remedies for violations.

Similar Bills

No similar bills found.