Uniquely qualified in the virtual space, and with hundreds of years of combined clinical experience to call upon, Elnera's nurses are the humanity behind the technology, providing peace of mind in an emerging AI and agentic care environment. We partner with health systems and AI companies alike, bringing clinical expertise to oversee the technology wherever it touches a patient.
The Challenge
AI now shapes patient messaging, documentation, triage, and utilization decisions. States including Washington, Utah, Georgia, Indiana, and Delaware have passed laws that keep licensed professionals accountable for decisions AI informs, and the American Nurses Association has positioned nurses as the final authority in care decisions. Health systems need a named clinician behind every AI interaction, and their own teams already carry a full load.
What Human at the Helm Provides
Elnera nurses are the human force when an AI tool needs a clinician. Escalations come to our nurses, so the health system's own staff stay focused on their patients.
Elnera nurses sign where state law requires a licensed professional, attesting that the right care was recommended and delivered.
Structured sampling of AI interactions builds a documented trail of overrides, incidents, and performance, ready for the moment a board, regulator, or patient asks how the tool is behaving.
The Regulatory Landscape
States are moving quickly to enact legislation requiring a qualified human to review and attest to AI informed care decisions. The American Nurses Association's consensus report on AI in nursing practice called human oversight essential, positioned nurses as the final authority in care decisions, and flagged the accountability gap between the bedside nurse, the institution, and the AI developer.
Only a licensed physician or licensed health professional may deny a prior authorization request based on medical necessity.
Individuals making adverse preauthorization determinations must exercise independent medical judgment.
AI may support administrative work, while adverse determinations require utilization review with a qualified clinical peer.
Downcoding a claim requires human review of the patient's medical record whenever AI is part of the process.
Licensure and protected titles for nurses, physicians, and physician assistants are reserved for human professionals.
Legislative summaries are provided for general information only.
How It Works
Elnera reviews where the AI tool touches patients or shapes clinical decisions, and which state requirements apply.
Together with the vendor and the health system, we define escalation routes, attestation points, and the sampling plan.
Elnera nurses go live with the deployment, covering the escalation and attestation points agreed with the vendor and the health system.
Coverage grows with the deployment, and audit reporting keeps a documented record of how the tool performs.
Who It Serves
Give health system buyers a credible answer on oversight. An independent nursing partner gives your customers an escalation route that adds no burden to their staff, and keeps your deployment moving through clinical and compliance review.
Adopt AI tools with licensed oversight already in place. Your teams gain an independent clinical record of how each tool performs, while Elnera carries the escalation and attestation work.
Evidence You Can Stand Behind
AI Assurance in the News
Nursing organizations, legal analysts, and state lawmakers are converging on the same principle: AI can support care, but licensed professionals remain fully accountable for the care delivered.
American Nurses Association
The ANA's first consensus findings on AI in nursing practice name unclear accountability and overreliance on AI outputs among the top risks to patients and nurses.
Read the article →Holland & Knight
A legal review of California's latest healthcare AI laws, which make human review and professional oversight a baseline for AI in care.
Read the article →Becker's Hospital Review
Nursing leaders raise concerns about automation bias, unclear liability, and the lack of nursing specific AI governance at the bedside.
Read the article →Manatt Health
A running tracker of state legislation, including the growing list of states that require human review before AI can deny care or adjust a claim.
Read the article →Telehealth.org
The Academy calls for human in the loop oversight standards in every AI governance policy so nurses stay in the decision loop.
Read the article →Penn LDI
Penn nursing researchers explain why organizations and clinicians keep responsibility for care decisions, since AI systems cannot be held accountable.
Read the article →FAQ
AI Assurance is a dedicated nursing assurance service focused on oversight of AI and agentic tools. Elnera's virtual nursing services support patient care directly, and the two can run side by side.
Health systems and AI companies both partner with Elnera directly. Health systems bring us in when they need a human at the helm to deploy the next layer of technology without pulling from their already busy staff. AI companies bring us in when they need independent clinical oversight for their tools, wherever their deployments need it. In both cases, Elnera's licensed nurses provide the clinical expertise to oversee the technology.
Scope and timing are set with each vendor and health system based on the tool, the patients it reaches, and the state requirements that apply.
AI Assurance applies wherever AI touches a patient or shapes a clinical decision, from patient facing agents to documentation and decision support tools.
Whether you build AI for healthcare or are bringing it into your facility, our team will map the oversight your deployment needs.
Schedule a consultation with our team to start the conversation.
Let's Start the Conversation