Strategy to Scale
I design the strategic blueprints that allow organizations to scale AI from isolated projects to a durable competitive advantage. Architecture decisions made here determine what's possible five years from now.
- AI/ML platform strategy
- Cross-system data & signal governance
- Scalable personalization infrastructure
- Privacy-compliant architecture