Portfolio / AI-native interface architecture AI-native interface architecture
Donovan Dynamics is a portfolio and design system for complex products: AI workflows, research platforms, spatial interfaces, growth systems, and tools that turn information into action. A portfolio and design system for AI workflows, research platforms, spatial interfaces, growth systems, and tools that turn information into action.
The physics of perception
The case studies are evidence. The design system is the artifact. The deeper idea is a repeatable way to design intelligent products from knowledge, context, and validated interaction. Knowledge becomes AI-assisted prototypes, validated interactions, product specifications, and shipped software.
System map
Design-system and product workflow impact documented in the portfolio source.
Geospatial planning and data visualization tied to large-scale product strategy.
LLM strategy, monetization, recommendations, and growth workflow case material.
Each case study should read as a system: the context, the information architecture, the product constraints, the interface patterns, and the evidence that the work mattered.
Participant workflows, researcher tools, data visualization, and modular software for neuroscience.
Project navigation, 360 Walkthroughs, reporting, mobile fieldwork, and spatial evidence workflows.
LLM-enabled features, AI summaries, dynamic content formats, ads tooling, and monetization strategy.
Oculus event systems, Connectivity Lab planning tools, and Facebook Pages growth surfaces.
The homepage should also introduce the public explanation layer: essays about designing for agents, memory, context, dynamic UI, and human-in-the-loop systems.
Available for AI-native product strategy, design systems, product prototyping, and portfolio-level consulting work.