Defining GenAI Strategy in Luxury Retail

I led a structured exploration of generative image and video tools to define how emerging technology could be integrated into luxury retail without compromising product truth, brand standards, or operational rigor.

This work was grounded in a disciplined creative framework. One that evaluates innovation through defined quality thresholds, structured iteration, and measurable production impact.

  • Clear quality thresholds, calibrated inputs, and deliberate review protect product truth, material fidelity, and brand integrity — ensuring emerging technology operates within creative discipline.

  • Structured experimentation, directed iteration, and creative direction translated emerging capability into controlled application within a high-bar retail environment.

  • By modeling retouch lift, iteration cycles, and workflow efficiency, I identified where generative systems could sustain luxury standards at scale.

Not Recommended, Fidelity Risk

Viable, With Controlled Retouch