Imagine uploading six different car photos and changing every background to a sunset beach - in one go. Or uploading seven architectural renders and applying the style from one reference image to the other six. Until now, that meant six or seven separate generation sessions.
Not anymore.
Introducing Smart Batch Generation - a major evolution of our Multi-View feature that lets you process up to 16 images in a single batch with AI-powered intent detection.
Three Powerful Batch Patterns
Smart Batch Generation automatically detects what you want to do based on your uploaded images and prompt. No mode switching, no complex settings - just describe what you need.
Pattern 1: Multi-Image Batch
Same transformation, applied to every image individually.
Upload multiple images and ask for a uniform change. Vizzy creates one generation per image, each applying your requested transformation.
- "Change the background of all these cars to a mountain road"
- "Make all these product photos black and white"
- "Add dramatic sunset lighting to every render"
Each generated result uses only its corresponding source image - clean, isolated transformations with no cross-contamination between images.
Pattern 2: Reference-Based Batch
Use one or more images as style, background, or lighting references for the rest.
This is where it gets powerful. Upload your target images alongside reference images, then tell Vizzy which is which. The AI applies the reference characteristics to each target individually.
- "Use the last image as the background for the other six"
- "Apply the style from images 5 and 6 to images 1 through 4"
- "Match the lighting from the reference photo across all renders"
Multiple reference images are supported - use one for style, another for lighting, a third for material textures. Vizzy includes all references in every generation.
Pattern 3: Multi-View (Unchanged)
The original Multi-View behavior still works exactly as before. Upload one design and ask for multiple angles, perspectives, or seasonal variations. All views share the same source images for perfect consistency.
How It Works
Smart Batch Generation is built on AI-powered intent detection. When you upload images and write a prompt, Vizzy analyzes both to determine the right batch pattern automatically.
Step 1: Upload Your Images
Drag and drop or select up to 16 images as ingredients. These can be a mix of target images and reference images - the AI figures out the roles from your prompt.
Step 2: Describe What You Want
Write a natural language prompt. Be specific about which images are targets and which are references:
- Clear intent: "Change the background of all these to a beach" → Multi-Image Batch
- Reference specified: "Use image 7 as the background reference for the rest" → Reference-Based Batch
- Multiple references: "Apply the style from images 5 and 6 to images 1–4" → Reference-Based Batch with multiple refs
If your intent is ambiguous, Vizzy will ask you to clarify which images are base targets and which are references.
Step 3: Review and Generate
For batches with clear intent, Vizzy generates immediately. For more complex requests, it proposes a variations list where you can select exactly which generations to run, add custom options, and see the total credit cost before committing.
Parallel Processing
Batch jobs now run with parallel generation - up to 3 concurrent generations at a time. A 12-image batch completes significantly faster than running 12 individual sessions.
Real-World Use Cases
Architecture: Consistent Background Swaps
Upload six elevation renders of different buildings. Ask Vizzy to place them all in the same urban context or landscape. Each render gets its own generation with the correct source image - no manual repetition.
Product Photography: Unified Scenes
Upload photos of your entire product line. Use one reference image of a styled kitchen counter, and Vizzy places each product in that scene individually. Perfect for e-commerce catalogs where you need a consistent look across dozens of SKUs.
Automotive: Fleet Visualizations
Upload images of different vehicles. Apply the same showroom backdrop, outdoor setting, or dramatic lighting to every car in one batch. Use a reference photo to nail the exact mood you want.
Interior Design: Material Exploration
Upload a room render along with several material sample photos as references. Vizzy applies different material references to the same room, giving you a side-by-side comparison of finishes.
What's Saved Per Generation
Each generation in a batch records only the specific images that were used for that particular render - not all uploaded ingredients. This keeps your generation history clean and makes it easy to trace exactly which source and reference images produced each result.
Availability
Smart Batch Generation is available exclusively for Max tier users in Render and Inspiration modes - the same tiers and modes that already have access to Multi-View and Multi-Ideas.
Getting started is simple:
- Switch to Render Mode or Inspiration Mode
- Upload your images as ingredients (up to 16)
- Describe what you want in natural language
- Let Vizzy handle the rest
Batch ProcessingMulti-ImageReference ImageProductivityAI RenderingArchitectureProduct PhotographyMax Tier
March 13, 2026
5 mins read
Category: Product Updates
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