One of the biggest hurdles to B2B AI adoption is unrestricted agency. When I designed the Feature Training Center for SparkAGI, I treated Permissions as a primary user experience. Users need more than just a chatbot, they need AI Governance. By designing a modular toggle system, I’ve made it possible to: Control Scope: Limit the AI to specific business functions (like Quote Gen) until the team is ready for full automation. Manage Dependencies: The UI proactively flags what’s missing (e.g., Payment integration required), preventing broken workflows before they happen. Align Knowledge: Every toggle defines the boundary of the AI’s thought process. This is how design solves the Risk problem in Enterprise AI System. #AIGovernance #EnterpriseSaaS #ProductArchitecture #InteractionDesign #B2BTech

I didn't just build this website. I built the vehicle inside it too.

Every panel, every reflection, every gap — modeled by hand in Blender, then brought into Framer.

This client and I have worked together for years. Every time the product changes, the site changes with it — same identity, same quality, every time.

That's what a design partner does. A freelancer ships a file and disappears.

This era of AI doesn't make design easier. It makes it faster.

Have always trusted you for quality works like this