AI systems that extend human capability.
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How I Can Help
Custom AI systems with glass-box architecture—transparent, auditable, and yours to own.
For Small Businesses Going AI-Native
Stop paying for software that doesn't fit how you work. I build custom AI systems that automate your specific workflows—transparent, auditable, and yours to own.
From document processing to customer communication
For Individuals Building Personal Systems
Your productivity stack should adapt to you, not the other way around. I help people build personal automation systems that actually work.
Knowledge management, task automation, AI assistants
For Organizations Needing Accessible AI
AI and accessibility aren't separate concerns—they're the same problem: translating between different ways of knowing. I build AI systems with accessibility engineered in from the start.
From alt text at scale to accessible document transformation
Featured Work
Latest Writing
Accessibility as Alignment Work
The accessibility community has been solving AI alignment problems for decades. POUR principles are alignment primitives. The patterns that make content work for assistive technology are the same patterns that make AI systems trustworthy.
The Core Four Framework
Context, Model, Prompt, and Tools—the four elements of every agentic system. Tools are where trust lives.