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.

Step-by-step build Step 1 — Image Node: Master Product Shot Upload the clean product photo. Label it "Master Product Shot." Step 2 — Uploaded Needed: Add a reference Product Composition Image Step 3 — Add Text Node: to the Uploaded Reference (Step 2) Give this Prompt: “describe the composition of the image without elaborating the looks of the product. I want to use this as a image prompt template for copying the composition of this product shot. add a header sentence: "make a group product shot referring to the 1st image for positioning/composition and replace the products with the images provided from the 2nd image” 
Analyze this Prompt with Claude Sonnet 5 Step 4 — Image Node: Generate Product-in-Scene Model: Nano Banana Pro — and Connect Text Node (step 3) and Master Product (Step 1) Step 9 — Export

Workflow Project link - https://app.flora.ai/join-project/3aab2e62-bf99-49d9-898f-8717cd3ffcff