AI‑driven quizzes, photo analysis, and hyper‑personalized formulations are emerging, but operational complexity and cost remain barriers for early‑stage brands.
“Progressive fidelity improves iteration speed”
“Incremental updates preserve existing work”
“Prompt feedback highlights respected vs ignored elements”