How Ethical AI Cuts Therapy Dropout By Fixing Fit with Dr Ayelet Hirshfeld

Send us Fan MailWhat if most therapy “failures” aren’t about motivation at all, but about a broken first match? Dr Ayelet Hirshfeld, clinical psychologist, psychoanalyst, and founder of PsyEcology Inc., joins us to unpack the biggest quiet crisis in mental health: early dropout within the first one to two sessions. She explains why private practice tends to keep people longer, how large systems flatten nuance, and why forcing clients to retell their story across multiple starts erodes trust, courage, and outcomes.We dive into ANNA, an ethical AI platform designed to solve a deceptively simple problem: fit. Each clinician trains a virtual therapist persona that mirrors their real relational style, pace, tone, and areas of expertise. Clients can interact with these personas via text before booking, ask how the therapist would approach their problem, and decide whether the cadence and worldview resonate. Instead of static directories and rushed intakes, ANNA uses implicit communication signals to match people with clinicians who are more likely to help them stay, engage, and heal. It’s not therapy by machine; it’s a low-friction preview that respects the human bond.Ayelet also maps the scale of unmet need: tens of millions in the US without adequate care, dropout rates as high as 65 percent in large systems, and a massive indirect economic burden on both sides of the Atlantic. We talk candidly about ethical risks when AI lacks safeguards, the necessity of flagging harm and routing to human support, and why the industry must adopt tools that strengthen—not replace—clinical judgment. Beyond product, we explore clinician wellbeing, from sleep and movement to organisational health, and how trauma-informed design should guide innovation, especially amid global stressors.If you care about mental health access, clinician burnout, and technology that genuinely serves care, this conversation offers a grounded, hopeful path forward. Subscribe, share with a colleague, and leave a review with your take on how AI should support the first step into therapy.GUEST BIOGRAPHYDr. Ayelet Hirshfeld is a clinical psychologist, psychoanalyst, and the founder of DiversItUS® Psychotherapy & Psychoanalysis Inc. and most recently, PsyEcology Inc. — an ethical AI platform designed to reduce therapy dropout rates by improving therapist-client matching. With a background that spans trauma treatment, AI system design, and executive health leadership, Ayelet is pioneering how relational intelligence and technology can work hand-in-hand to transform mental healthcare. She also serves as an advisor to international organizations addressing clinician burnout and trauma recovery.Links 🌐 Website: https://diversitus.orgLinkedIn: https://www.linkedin.com/in/ayelethirshfeldphd/Subscribe on SubstackVoices in Health and Wellness is published on Substack, as part of The Diagnostician. Every episode lands there with written notes and reflections you won't find in the podcast feed. Free to subscribe.👉 https://thediagnostician.substack.com/s/voices-in-health-and-wellnessAbout the podcastVoices in Health and Wellness features conversations at the intersection of medicine, lifestyle, and human potential, with clinicians, scientists, and thinkers shaping the future of care.About Dr Andrew GreenlandUK-based medical doctor and founder of Greenland Medical, specialising in Integrative and Functional Medicine. Trained in both conventional and root-cause approaches, Andrew helps people optimise health, performance, and longevity, with a focus on cognitive resilience and healthy ageing.