The ideal business model for a personalized online learning platform targeting business professionals combines tiered SaaS subscriptions (offering monthly or annual access with increasing levels of personalization and analytics), outcome-based pricing for career-focused certification tracks or skill milestones, and cohort-based learning with live sessions and expert support to drive engagement and perceived value. This can be further enhanced with optional upsells like 1:1 coaching, AI-powered learning assistants, and enterprise integrations (e.g., LMS plugins or white-labeled academies), allowing the platform to serve both individuals and organizations while maximizing lifetime value and scalability.