I’m Michael Brenner, an AI Interaction Designer working on multimodal and trust-critical systems specializing in immersive systems and AI-enabled interfaces. My work focuses on the core challenge of the next era of software: verifiability at scale. As AI moves from simple prompts to autonomous workflows, I design the systems where humans can understand, trust, and intervene. I bridge the gap between non-deterministic AI reasoning and deterministic interface logic.

I’ve led end-to-end design for AI-driven products across healthcare, education, and enterprise environments, working from early concept through full-scale deployment.

I work at the boundary between design, engineering, and governance — shaping how AI capabilities become reliable product systems. This includes defining interaction contracts, aligning model behavior with interface logic, and helping teams make architectural decisions about trust, oversight, and deployment readiness.

I operate at the intersection of product strategy and regulatory rigor, collaborating with engineers to bring ambitious ideas into responsible, real-world driven products.