Blog

Notes on AI, automation, and marketing — what I'm building, testing, and learning.

  1. · AI

    Tackling incomplete CRM data and overlooked property leads with AI

    Roger’s AI approach helps property developers in Malaysia and Australia close gaps in CRM data, expose premature lead disqualification and recover sales opportunities lost to inadequate follow-up, increasing the number of qualified leads passed to sales teams by 32%.