#human-centered experience

AI is now woven into the workflows of almost every industry, yet the biggest challenges rarely come from what the technology can compute. The friction usually shows up in the gap between output and interpretation. When a system feels too quick, too certain or too rigid, users hesitate. That hesitation is the real cost. It slows adoption and erodes trust long before accuracy becomes a factor. I…