
Evolving Enterprise Analytics Alongside a Fast-Changing AI Product
Evolving an enterprise analytics system as AI capabilities, customer questions, and the underlying data changed.
- Enterprise Analytics
- Data UX
- Product Strategy
Senior Product Designer · Complex Products · Enterprise Systems
I’m a Senior Product Designer working across complex enterprise products, AI-powered workflows, and shared product systems. I turn technical and operational complexity into clear, reliable experiences for the people who use and build them.
10+ years across product, UX, digital design, and complex B2B systems.
Selected Work
Enterprise analytics, design infrastructure, AI model management, and field operations — each shaped by a different mix of product, technical, and user constraints.

Evolving an enterprise analytics system as AI capabilities, customer questions, and the underlying data changed.

Connecting design decisions to production through a shared system for Design and Engineering.

Evolving AI model management from a simple model list into a scalable enterprise system for BYOAI, team-level access, and developer choice.

Using field research to reshape a complex irrigation controller around real operational constraints.
About
I help complex products feel obvious — without flattening what makes them powerful.
I’ve spent the last several years working inside complex enterprise products, designing the kinds of surfaces that quietly carry a lot of weight: analytics, admin consoles, configuration flows, governance, and the systems that hold them together.
More about how I workSelected work
Four case studies spanning enterprise analytics, design systems, AI model management, and field operations.