Finally put my own policy in writing after the latest AI cake request

Oct 26, 2026 Last reply: 17 hours ago 4 Replies
Jump to replies (4)

So I caved and added a line to my order form about AI-generated reference images. Took me three years of decorated cakes to get there. Last month a customer sent me a seven-page document of 'inspiration' and every single picture was that glossy fake-looking style where the piping is mathematically perfect and the fondant folds in ways that defy physics. She could not understand why her buttercream would not look like a render. Here's the thing though, I get the appeal. Those images are pretty. But a real person has to build that thing with two hands and a turntable, and some of those designs literally cannot exist in buttercream. Tiers floating on nothing, bows thicker than the cake itself, flowers with forty identical petals. I spent two hours on the phone just talking her down to something bakeable.



So the new policy is simple: bring me an AI image if you want, but I will quote it as 'inspiration only' and we redesign togehter before I confirm a price. Some folks will grumble, but I'd rather lose an order than promise a rendering. My hands are not a printer, and honestly my shoulders are grateful.


I had a similar thing happen last fall. A client came in and showed me a prompt she had run through some generator, asking for a tiered structure that looked like it was made of edible lace. She was absolutely certain it was somthing I could make for her, which was funny becuase it was pure fiction. I tried sketching out a mock-up for her, trying to translate the impossible geometry into buttercream, but we were stuck after about an hour. I couldn't get the scale right because the AI image gave me no actual dimension to reference. It was a visual lie.

I ended up telling her that while I loved the artistic direction, we needed to start with a simpler schematic. I suggested she bring me five pictures of real cake techniques she liked, instead of one digital render that was way too perfect. I'll admit I was hesitant because I wanted to please her, but I didn't want to spend three hours trying to bake something that only existed as pixels. It's a tough spot because they are definitely getting better at making things look like they belong in a bakery. It makes sense that you are charging for the redesign process now, though. I learned my lesson and started asking clients if they had a basic drawing or a photo of a finished product in mind before I even started sketching. It saves so much time and frustration on my end.

I hear what you are saying about the impractical nature of those glossy renders. On my end, I’ve been having a diferent headache with clients using AI images for inspiration. It's less about the design being impossible and more about the emotional attachment they have to the generated aesthetic. They want the perfect, hyper-detailed finish, but they don’t realize those images assume a flawless, industrial level of precision that takes years to perfect. For instance, when a client shows me a conceptual flower made of shimmering, impossibly smooth isomalt, they often expect me to quote it at the same price as if it were simply hand-piped royal icing. I found that the biggest change needed in my process wasn't a policy to reject AI art, but a mandatory consultation where I have to explain the time differential between a digital render and a finished piece, showing them exactly how many hours of labor goes into hand-shaping each component. It's not just about wether it can be made, it's about the level of skill required to make it look remotely close to a computer-generated vision.

I really like what you said about the AI images being a visual lie when you try to translate them into buttercream. Last year I worked on a project where the client showed me an image with a hyper-realistic cracked concrete texture that looked totally achievable. I told her that even with the best edible paint and airbrush techniques, you cannot acheive that deep, physical realism with sugar work. We ended up using a textured palette instead, which was much more manageable and still looked great.

It is wild how much time you guys spend on phone calls just explaining the limitations of buttercream. I've had clients show me these super complex 3D renderings where the colors bleed and the layers are impossible to seprate in reality. It makes me wonder if we're even charging for the baking or just the design consultation now. My process has shifted to asking if they've seen something physically made before, even if it's just a photo from a magazine. If they can't picture a real version, I just tell 'em I'll need to sit down with them and figure out what's posible.

Join the Discussion

Have something to add? Share your thoughts — no account required.

Didn't find your answer?

Ask the community — no account required