# ClinicalSim.ai > AI clinical simulation platform purpose-built for communication remediation in graduate medical education. Built by simulation directors and communication researchers. ## Pages - [Homepage](https://clinicalsim.ai): Overview of ClinicalSim.ai — AI clinical simulation purpose-built for communication remediation. Structured practice mapped to ACGME ICS Milestones 2.0 with CCC-ready documentation. 93% of programs face remediation. Built by simulation directors and communication researchers. - [About](https://clinicalsim.ai/about): Built by leaders in simulation and clinical communication — Director of Simulation at Advocate Health, Director of Simulation at University of Chicago, and published communication researchers. - [Communication Remediation](https://clinicalsim.ai/solutions/remediation): The first AI clinical simulation purpose-built for communication remediation. Structured practice mapped to ACGME ICS Milestones 2.0 with CCC-ready documentation. 93% of programs face remediation — 50% of program directors want a toolkit. - [Program Directors](https://clinicalsim.ai/audiences/program-directors): Communication remediation toolkit for program directors — 20 structured encounters before coaching, milestone-aligned feedback, CCC-ready documentation. - [DIOs & GME Leadership](https://clinicalsim.ai/audiences/dios-gme-leadership): Standardized remediation infrastructure across all programs — costs less than a single PACE assessment, accreditation-ready documentation. - [Simulation Center Directors](https://clinicalsim.ai/audiences/simulation-center-directors): Extend your SP program to unlimited practice volume — assessment data from every session, measurable communication outcomes. - [Clinical Competency Committees](https://clinicalsim.ai/audiences/clinical-competency-committees): Milestone-aligned assessment data from every practice session — longitudinal progress tracking, CCC-ready reports. - [Practice Remediation Conversations](https://clinicalsim.ai/practice): Free AI simulation for program directors to practice difficult remediation conversations — delivering remediation news, addressing professionalism, communicating milestone deficiency. Milestone-aligned feedback mapped to ACGME ICS Milestones 2.0. - [Research Collaboration](https://clinicalsim.ai/research): Apply to collaborate on research in communication remediation, simulation-based education, and competency assessment. Platform access, custom scenarios, data collection, and publication support provided. - [Insights](https://clinicalsim.ai/insights): Research and evidence on medical communication training, simulation technology, and clinical conversation outcomes. - [What Programs Lost When Step 2 CS Disappeared](https://clinicalsim.ai/insights/what-programs-lost-when-step-2-cs-disappeared): USMLE Step 2 CS was permanently discontinued in 2021. Five years later, residency programs still have no standardized way to assess communication skills. Milestones 2.0 raised the bar, but gave programs no new tools to meet it. - [The Faculty Hour Problem with Communication Remediation](https://clinicalsim.ai/insights/faculty-hour-problem-communication-remediation): 93% of residency programs face remediation, and communication is the hardest competency to fix. Each case consumes 25-75 faculty hours. Programs build their approach from scratch every time. The math doesn't work. - [When Affirming Care Training Disappears, Simulation Has to Fill the Gap](https://clinicalsim.ai/insights/ai-affirming-care-communication-training): A new AI simulation approach presented at IPSS Rome tackles the growing gap in transgender communication training for pediatric residents, where 60% of programs lack direct clinical exposure. - [Privacy Policy](https://clinicalsim.ai/privacy): Privacy policy covering data collection, cookies, online advertising opt-out, and user rights.