design leadership

Apeksha Jain’s human-centered approach to AI design at Adobe is driven by a conviction that the most consequential design decisions in generative systems aren’t visual—they’re structural: how uncertainty is surfaced, how control is preserved, and how professionals are kept authoring rather than just approving what a model produced. Her work treats accessibility, transparency, and recovery not as compliance considerations but as the foundational architecture of trust, arguing that enterprise AI tools which ask users to blindly accept outputs without visibility into the process will always fail in high-stakes professional environments.