Behavioral Health Saw AI's Privacy Questions First | Allison Dempsey, CU Anschutz

Consent, data segmentation and sensitive documentation have shaped behavioral health workflows for decades. Those are the same constraints health systems now hit as they push AI into clinical practice. Allison Dempsey, PhD, PMH-C, explains why her specialty got there first — and what enterprise IT can take from it. Topics: behavioral health informatics, AI governance in healthcare, ambient clinical documentation, written informed consent for AI, Colorado HB 26-1195 psychotherapy AI law, record segmentation, behind the wall and behind the glass, adolescent consent, substance use records in the emergency department, IT governance committees, request intake and prioritization, response cost, enterprise licensing, large language models and psychosis, consumer AI and patient demand, CIO and CMIO strategy, health system technology adoption. GUEST Allison Dempsey, PhD, PMH-C — Director of Technology and Data Governance, The Brain and Behavior Innovation Center (BBICen) at CU Anschutz; Director of Informatics, Department of Psychiatry, University of Colorado School of Medicine; behavioral health representative, UCHealth physician informatics group. CHAPTERS 00:00 Intro and Dempsey's Two Roles 03:35 Why Behavioral Health Sits Everywhere 08:02 The Response Cost of Every Request 13:23 Behind the Wall and Behind the Glass 22:16 Agent Factory and Colorado's New AI Law 24:26 Where Ambient AI Breaks Down 37:13 Making a Better Request to Governance KEY THEMES AND TAKEAWAYS Behavioral health reached AI's governance questions first Privacy, consent, trust and sensitive documentation have been standing constraints in the specialty for decades. Dempsey notes the additional safety and security measures mean her teams often deal with these questions before anyone else (04:26). Segmentation protects patients and creates clinical tradeoffs Records held behind the wall or behind the glass satisfy privacy law. Dempsey describes what happens when a patient in substance use treatment reaches the emergency department and the treating team cannot see the diagnosis (13:23). Response cost decides what gets built Every request carries personnel hours, workflow time and ongoing upkeep. Dempsey applies that test before evaluating the technology, and prices an enterprise license against the whole system instead of one clinic (08:02). A new consent law changed a working ambient workflow Colorado now requires written informed consent before AI records a psychotherapy session, obtained by the provider. Dempsey explains why that means stopping mid-session with a repurposed e-consent tool, in a practice running 80% telehealth (25:30). Ambient tools miss what falls outside conventional language Large language models learn from how language is typically used. Dempsey found that psychosis and delusional content get smoothed over, with a bizarre account rendered as something ordinary (24:47). Governance works better with an executive in the room A one-page request naming problem, scope, proposal and next steps shortens discovery. Dempsey adds that an executive representative on every committee surfaces system priorities before eight weeks of work meets a veto (37:13). FINAL ADVICE Dempsey: the person bridging enterprise IT and behavioral health has to translate among providers, operational leadership and informatics — three groups that rarely talk to each other well (41:59).