PRISM-Coach introduces four-view data separation, vault-based identity control, and a privacy-constrained contextual bandit for adaptive peer grouping, reporting higher adherence and weight loss in a 2,800-user commercial deployment.
A privacy-preserving system for ai-powered dynamic group assignment, behavioral insights, and personalized coach- ing,
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Privacy-by-Design Adaptive Group Assignment for Digital Lifestyle Coaching at Scale
PRISM-Coach introduces four-view data separation, vault-based identity control, and a privacy-constrained contextual bandit for adaptive peer grouping, reporting higher adherence and weight loss in a 2,800-user commercial deployment.