I help purpose-driven organizations map what matters.

As a Business Clarity & AI Strategist, I translate complexity into clarity using cognitive mapping, structured insight, and human-centered AI. My work reveals the emotional, environmental, and stakeholder dynamics behind decisions—so teams can move forward with intention and alignment.

From Intelligence to Insight

With 30 years of experience in business intelligence, systems thinking, and qualitative research, I’ve evolved beyond dashboards and KPIs. I specialize in visualizing the invisible forces that shape outcomes—uncovering meaning, tension, and potential in even the most layered challenges.

I no longer just build tools to track performance. I design frameworks that help people see clearly, think deeply, and decide wisely.

How I Help

🔹 Clarity Mapping – Emotional, cognitive, and stakeholder frameworks that surface what’s beneath the surface

🔹 AI-Enhanced Insight – Using AI as a lens to cluster themes, prototype narratives, and distill meaning

🔹 Systems Strategy – Aligning people, environments, and actions with a shared sense of direction
🔹 Scenario Thinking & Facilitation – Mapping pathways forward, together