All notes10 / AI & judgment

More options, an earlier decision.

An AI-assisted color, material and finish study took more than fifty generations. Its value was in what we could decide sooner.

Product visualization from the colour, material and finish workflow post
A product visualization shared with the original colour, material and finish workflow post.

One project called for a wide range of color, material and finish directions. Each combination could give the same object a different character. Exploring that range was useful, but manually building every variation would also take time before we had agreed on a direction.

I tried a hybrid workflow. I took a grayscale screenshot of the model, brought it into Vizcom and supplied a set of CMF reference images. That gave the exploration a starting form and a set of visual references. From the first batch of concepts, I kept iterating through variations.

It was not an instant answer. I went through more than fifty generations. There was still a process of looking, evaluating and deciding what was worth pursuing. The difference was the speed at which I could put another possibility in front of me, compared with creating each version manually.

Reference images and material directions arranged in an exploration boardA board of generated colour and finish variations
Reference directions and generated variations from the original post. The value was in bringing several options into the same conversation early.

In a fraction of the usual time, I had a full board of viable visual directions to review with the client. We could compare the combinations together and establish a direction while the exploration was still open.

The benefit carried beyond the image-making stage. Seeing that range helped us align on a direction earlier, which saved time and cost in the work that followed. Faster exploration mattered because it brought a useful decision forward in the process.

The workflow made exploring more enjoyable, and the fifty-plus generations gave us more to evaluate. What made them worthwhile was reaching one clearer decision sooner.

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