Level 3 made one workflow work. Level 4 makes a practice, a group, or a dental support organisation accountable for all of them.
The move from operations to governance is a change of question. An operations lead asks whether this workflow is correct. A governance owner asks who decided it was, on what evidence, under whose authority, what happens when it goes wrong, who finds out, and how anyone would know if it had been going wrong for six months. The answers cannot live in one person's head, because the person leaves and the practice remains a covered entity with licensed dentists whose names are on the door.
Five modules build the answer. Governance and accountability produces the charter, the AI inventory, the decision rights that say who may approve what, and the workforce policy and training that make the rules operate. Vendor assessment and contracting takes an AI product from demonstration to signed agreement and beyond: what to ask, what the business associate agreement must contain, what the data terms actually say, and how oversight and exit work. Security and privacy controls treats an AI deployment as a change to the practice's security posture: risk analysis, access control, encryption, audit logging, and the analysis a practice performs when something has gone wrong and a notification decision has to be made. Regulatory and ethical risk covers dental advertising and review rules, state AI disclosure laws, equity and access in patient communication, complaint and board-inquiry handling, and independent verification of the practice's own claims. Leadership and implementation covers change management, multi-site and group standardisation, and the annual programme review that keeps the whole thing honest.
Every lesson names who owns the decision, because governance without named owners is a document. Every example uses invented practices, staff, and patients. Nothing in this course teaches clinical work: diagnosis, radiographic interpretation, prescribing, treatment planning, code assignment, and benefit determination remain with the dentist, the qualified staff member, and the payer, and Level 4 governs the administrative system around them.
The level ends with a governance capstone. This is an independent educational course offered by AI Coalition Network. It does not replace dental licensing, clinical judgment, privacy or legal counsel, payer requirements, or the laws and rules of any state.