Shareholder-Run vs. Clinician-Led Mental Health AI
LifeStance Health told shareholders it delivered 2.3 million visits, up 17%, on 11% clinician growth (November 6, 2025). That is the shareholder-run model in its own words. No published study compares clinician-led mental health tools against investor-owned ones on care outcomes, and that absence is the story.