Where Strategy Meets Execution

Full-funnel lifecycle design — onboarding, activation, retention, win-back. Built 170+ automations at enterprise scale with measurable revenue attribution.

Earn-burn mechanics, tier architecture, break-even modelling, partner integrations. From proposition design to P&L ownership.

End-to-end customer data platform architecture — identity resolution, data governance, real-time activation, and compliance (PDPA, GDPR).

RFM segmentation, behavioural targeting, predictive propensity models, and next-best-action frameworks across digital and physical channels.

Stack design, platform evaluation, and integration across ESP, CDP, analytics, and omnichannel orchestration tools — built for scale, not just today.

Built CRM centres of excellence, scaled teams from 5 to 18+, and embedded a data-first culture across organisations spanning multiple markets.