California SB 7 is past its effective date. The “No Robo Bosses” Act took effect January 1, 2026, and with the first compliance review cycle now underway, the law has moved from legislative discussion to operational reality. Under SB 7, California employers are prohibited from using AI as the sole factor in employee discipline or termination decisions.
That’s the headline requirement. The operational ones are more demanding.
Every employer subject to the law must maintain a registry of every Automated Decision System used in the workplace. Not just the systems used for termination, every ADS touching workforce decisions. The registry requirement is the foundation of compliance: if you can’t enumerate your systems, you can’t demonstrate that human oversight exists for the right ones. The California Labor Code’s ADS registry provisions are the authoritative text, and compliance counsel should work from the statutory definitions, not summaries.
The law also requires a human in the loop for high-stakes workforce decisions including termination. What qualifies as a “high-stakes” decision beyond termination, whether performance reviews, scheduling, or promotion decisions trigger the requirement, depends on the statutory definitions in the Labor Code. Employers should review those definitions directly rather than relying on secondary characterizations.
SHRM’s coverage of SB 7 notes that mid-market employers, companies that adopted AI-assisted HR tools without dedicated compliance infrastructure, face the steepest adjustment curve. The law doesn’t require AI-free HR processes. It requires documented, auditable human review for decisions the AI influences at the highest-stakes points. That’s an operationally specific requirement, not a general AI ban.
The audit wave framing matters. January 1 effective dates on California legislation typically produce a grace-period dynamic in the first quarter, with compliance review activity picking up in Q2. That’s the window employers are in now. Employment law practitioners report that reviews are underway, which means the question for any California employer who hasn’t completed an ADS inventory is not whether they’ll be examined, but when.
SB 7 connects directly to the broader pattern in California workforce regulation. The state has been building toward AI-in-the-workplace requirements for several legislative cycles, and SB 7 represents the clearest expression yet of the human-oversight principle applied to employment. The federal vs. state AI regulatory tension is acute in California specifically, any federal preemption push that excludes employment law provisions would leave SB 7 in place.
What to watch: Enforcement actions from the California Labor Commissioner or private litigation under SB 7’s provisions will define what compliance actually looks like in practice. The first contested case interpreting “high-stakes workforce decisions” will matter more than the legislation’s text for mid-market employers calibrating their exposure. Watch also for regulatory guidance clarifying ADS registry format and human-review documentation standards.