AI Imaging in Marketplaces: From pilot to operational infrastructure

​Most AI imaging pilots don't fail because the model isn't good enough. They fail because the system around it never changed.

​In this 25-minute session, Photoroom's Head of Imaging Jeff Strauss and Head of Sales & Partnerships Michelle Belcic will walk through what it actually takes to move AI imaging from a one-off experiment to a reliable operational capability, drawing on real deployments at Mercari, Decathlon, and Valuence Japan.

​You'll leave with:

• ​A clear framework for diagnosing why AI imaging stalls in your organization

• ​The three failure modes that show up most often, and how to address them

• ​Real numbers from enterprise and marketplace deployments that have made the shift

• ​A view of what infrastructure-grade AI imaging looks like in practice

​Speakers:

• ​Jeff Strauss, Head of Imaging, Photoroom – previously Director of Imaging Operations at Wolt and Amazon

• ​Michelle Belcic, Head of Sales & Partnerships, Photoroom