AI Strategy & Roadmap

Most companies know they need AI but don't know where to start. The gap between AI hype and operational reality is where strategy earns its value. I work with leadership teams to cut through the noise and identify where AI creates measurable impact, not where it sounds impressive in a board presentation.

The process starts with a technology audit: what systems do you have, what data flows through them, and where are the manual bottlenecks that AI can eliminate? From there, I map automation opportunities ranked by ROI and feasibility, not by what's trendy.

The output is a 12-month adoption roadmap with quarterly milestones, clear ownership, and build-vs-buy decisions for each opportunity. This isn't a slide deck that sits in a drawer. It's a working document with specific gates, success metrics, and fallback plans.