

Most people see problems.
I see the patterns underneath them.
Others start with symptoms—the visible problems, the urgent pain points. I start with the underlying patterns that create those symptoms.
When you shift focus from fixing what's broken to understanding what generates the breaks, everything changes.

Services
AI Agent design
I build intelligent assistants that think like you do, that mirror your decision-making patterns, business logic, and communication style.
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These more than chatbots; they're cognitive extensions that understand your specific context, audience, and tone.
For companies & entrepreneurs
I help individuals and teams identify automation and optimization opportunities, avoid costly missteps, and implement AI solutions that actually align with your business reality. Not just what's possible—what's wise, practical, profitable, and scalable for your specific context.
Prompt Engineering
I design custom prompts that turn your routine tasks into streamlined, automated proce-sses. The key isn't just getting AI to do the work—it's getting it to think through the work the way you would, capturing your decision-making process, your quality standards, and your unique approach.
For individuals and teams
One-on-one guidance for leaders & innovators navigating complex decisions and systemic challenges.
I help you see patterns others miss, reframe problems that feel stuck, and develop thinking frameworks that scale with your growth.

You've got the idea.
Let's make it happen.
Ways we can work together
The best solutions emerge when we match the right approach to your specific situation.
We might work together through focused sessions that create breakthrough clarity on complex challenges, ongoing strategic partnerships where I serve as your thinking partner for sustained transformation, or project-based development where we build custom AI tools and cognitive systems from concept to implementation.
I also provide consulting and advisory services to help organizations navigate AI integration and systemic challenges.