LOGIC:The 'Digital-Majlis' revenue model relies on a tiered SaaS subscription per villa (estimated AED 8,000 - 15,000/month for UHNW Palm Jumeirah properties) combined with a 10-15% commission on high-value ancillary services (e.g., yacht charters, private chefs, luxury transport). Assuming an average AED 12,000/month subscription and AED 25,000/month in ancillary service bookings per villa (yielding AED 3,000 in commission), gross revenue per villa is AED 15,000/month. Operational costs in Dubai for the 2026-2028 period are high. Key drivers include: 1. **Labor (High):** Highly skilled AI engineers, 24/7 bilingual LSS support staff (human backup/escalation), and expert concierge managers for vendor relations. Amortized across a projected scale of 50-100 villas, this averages AED 6,000-8,000/villa/month. 2. **AI Infrastructure & APIs (Medium-High):** Cloud computing (AWS/Azure UAE regions), DLD API access fees, third-party booking system integrations, and ongoing AI model training/inference costs, averaging AED 1,500-2,500/villa/month. 3. **Rent/Admin (Medium):** While a tech company, a reputable physical presence (e.g., Dubai Internet City, DIFC, or a premium Business Bay location) is critical for UHNW client trust and talent attraction. Amortized office rent, legal, and compliance costs could add AED 1,000-1,500/villa/month. Total operating costs per villa post-scale are estimated between AED 8,500 - 12,000/month. This yields a net margin in the range of 20-35%. A conservative 25% net margin is achievable if customer acquisition costs are managed and the platform achieves significant villa penetration. Rent impact is 'Medium' because while office space is expensive, it represents a smaller portion of the overall cost structure compared to high-value talent and sophisticated AI infrastructure for a software-driven service.