California Northstate University developed AARP, an AI-enabled, equity-focused multimodal assessment and accreditation readiness platform integrating academic and non-academic assessments, governance reports, faculty sentiment, and climate/DEI data. AARP enhanced operational efficiency by 38% and the university’s organizational health and vitality index by 37%. The President and Vice President for Institutional Effectiveness will share insights and transferability strategies for uniting leadership and data science to transform fragmented evidence into predictive analytics for CQI and accreditation readiness.