In food, the pack is the promise — and the promise has legal ink on it. Nutrition panels, barcodes, certification marks and claim text must appear exactly as printed, while the serving suggestion next to them must look genuinely appetizing. Berrys splits the job the way a studio would: compliance surfaces come from your real artwork, appetite comes from generated scene and styling — and the two never bleed into each other.
Reviewed October 2026 · Prepared by Berrys · Technical specifications & Canvas node workflows
| Parameter / Slot | Marketplace & Production Requirement |
|---|---|
| Never generated | Nutrition panels, ingredient lists, barcodes, allergen callouts, certification marks — taken from real artwork only |
| Must match pack | Serving-suggestion contents, stated weights, honest fill levels |
| Marketplace covers | Shopee: solid bg, ≥60% frame · Amazon: RGB 255 white, ≥85% fill · TikTok: real photo main, front view |
| Claims regimes | Health/nutrition claims carry substantiation duties in SG/MY/ID/EU/US — the medium (AI or studio) changes nothing |
Dense, small-typography regulatory text is the single hardest thing for any generation model. One mis-rendered 'mg' is a listing violation. Rule: panels, barcodes and ingredient lists are never generated — they are preserved regions cropped from your real artwork inside every render.
Foil-lined stand-up pouches combine crinkle, sheen banding and gusset geometry. Models average the crinkle into plastic-flatness. Reference geometry plus controlled-light recipes keep the material honest.
Cold drinks live on droplet behavior — size distribution, gravity streaks, light through condense. Generic 'freshness' often reads as dirty glass until tuned against your real bottle.
A cereal bowl overflowing with fruit the box doesn't include isn't styling, it's misrepresentation. Scenes may provide context; implied contents must match the pack's own serving suggestion.
Compliance surfaces pass through untouched from your artwork files while scene and styling generate around them.
One background + lighting graph, N flavor SKU nodes: the whole range renders with identical mood, only pack artwork swapping.
Each render outputs the marketplace cover, the in-hand lifestyle crop and the banner crop — product pixels identical everywhere it appears.
Already working in an AI agent? Connect Berrys to Claude, Cursor, ChatGPT, Codex, or Hermes. Your agent plans the food & beverage suite and runs the shots on your Berrys canvas, with saved Brand Memory and credit approval in chat.
https://app.berrys.io/api/mcpRemote MCPUsing Berrys, create an appetizing, compliance-true CPG packshot suite from my artwork in ./assets: 1. File node: Load packaging dieline artwork. 2. Brand System node: Lock Nutrition Facts panel and barcode regions as immutable preserved zones. Apply 'Matte Pouch Studio' preset. 3. Image node (Nano Banana 2.1): Render 2048px hero packshot on pure white. 4. Serving suggestion: Render an appetizing breakfast table scene matching physical pack contents. 5. Macro pass: Render 2048px close-up on packaging texture and seal finish. Estimate credit cost and request approval before generating.
Food is regulated representation: what the pack shows is what the buyer receives. Berrys treats compliance surfaces as immutable inputs and appetite as the generated variable. Where a platform or regulator requires actual photography of prepared contents, keep that one shot and let the canvas handle everything around it.
They don't go near it: compliance surfaces are preserved regions fed from your printed artwork files. Generation happens around them. That's the difference between a tool you can ship with and a toy that invents 'mg' glyphs.
Yes — each format is its own SKU node with its own geometry and material recipe, under one shared lighting graph, so a mixed catalog reads as one brand.
Same engine, different export: compliant white-background masters for marketplaces and short pour/crumble motion clips for social, all locked to the identical pack.
You own the composition rule; the canvas applies it consistently. Generated context (surface, lighting, garnish) can change; implied contents cannot exceed the pack's own claim.
Start free on Berrys Canvas — 50 credits, no card required — or send Berrys Studio a brief and get finished campaign visuals with agency art direction.