Automated Lifestyle Photography Pipeline Development

What we're building A reusable lifestyle-photography pipeline for a food brand: one clean product shot goes in, and it comes back out placed convincingly into 7 different real-world settings a full lifestyle campaign generated in one pass, no reshoot, no separate styling for each scene. Built so the product photo is the one swappable input drop in a different product, rerun, and all 7 scenes regenerate around the new product automatically. Problem it solves Food brands need lifestyle imagery — product in a real kitchen, at a picnic, in someone's hand for ads and social, but shooting that many contexts means multiple locations, props, and a full day's shoot per product. It also has to be redone every time there's a new SKU. This workflow fixes both: the scene set is built once as a reusable pipeline, and swapping in a new product image is the only change needed to get a full new campaign.