AI Lab

AI Lab

Commercial Scale + Field Applications • P9 • Expanding the Casting Office

Scaling this framework to prove how quickly and effortlessly you can run the exact same pipeline for women, children, and diverse demographics.

Brian W. Sykes's avatar
Brian W. Sykes
Aug 07, 2026
∙ Paid

To play catchup - P 1-5 Overview can be found at • Mastering the Core Pipeline

P6 • Motion & Temporal Space - Lookbook asset creation

P7 • Spatial Relocation - character placed sporadically in a scene

P8 • Model Sheets & Character Systems - multi-outfit/setting model sheets

So far you have seen me create 2 surfer dudes (one with dreads and one with wavy hair), a skateboarding rocker, and a superhero redhead.

All of this is truly great… but there is more here that you might not have put together - yet. What if each collection of characters is now interchangeable. Let me show you what I mean.

Replace the man in @img2 with the woman in @img1 . Make sure the Photo reveals a 25-year-old white woman with long, wavy red hair and a muscular, athletic physique, wearing a spandex suit of blue and orange, walks out of the ocean carrying a surfboard. The background is the sea and the beach

See that? The picture I created before of our man coming out of the water carrying his surfboard - is now the woman with her super hero costume, and red hair.

Let’s try something a bit more complex… Here is our rocker dude with a guitar, thrashing at the skatepark. I really like this collection of 3 images:

Let’s swap out our dude - for the woman. But we can let the collection keep the same outfit the dude is wearing…

Sweet! Now, let’s really push the envelope a bit. What if we liked this fun, modern wedding dress as an idea:

May include: A white lace mini dress with a high neckline and a feathered skirt. The dress features floral lace detailing and a halter-style top. The model is wearing nude-colored heels. The dress is suitable for special occasions.

I took the dress image to ChatGPT and gave it the following prompt:

I want you to write a 2000 character prompt that produces a wedding dress with this essence. The person is non-consequential. The importance is the dress and its styling for a Nano Banana Pro prompt to render.

ChatGPT gave me:
Use the supplied image only as a reference for the dress’s essence; create a fresh bridal design, not a replica. Make the short wedding dress the hero.

Design an ivory mini bridal gown with a sculpted bodice and high halter neckline rising into a lace mock collar, leaving shoulders and arms bare. Construct the bodice from translucent illusion tulle over discreet nude-toned lining, densely embellished with dimensional floral lace appliqués. Use blossoms, leaves, curling vines, and embroidered buds arranged organically, appearing to grow from neckline to torso. Provide elegant coverage while allowing restrained glimpses of sheer mesh. Define the waist subtly without a belt or obvious seam.

At the upper thigh, release the fitted silhouette into a buoyant cocktail-length skirt of layered ivory ostrich-style feather fringe. Scatter lace petals through the transition so lace and feathers merge naturally. The feathers feel airy, tactile, and luxurious, creating an irregular cloudlike hem just above the knee—not a stiff tutu. Blend modern minimalism, botanical romance, and reception-dress glamour. Show exquisite craftsmanship: crisp embroidery, hand-applied petals, fine threadwork, soft tulle, realistic feather barbs, tonal variation, and immaculate finishing. Use ivory and warm white, retaining highlight detail.

Photograph the complete dress in a full-length bridal editorial, mostly front-facing with a slight three-quarter turn so silhouette, transparency, and material depth read clearly. Relaxed arms, neutral pose. Soft warm window light, gentle shadows, cream architectural interior, shallow depth of field, 85mm lens, photorealistic luxury campaign quality. Keep attention on the garment.

Avoid: recognizable identity, dramatic makeup, jewelry, veil, bouquet, train, sleeves, corset lacing, rhinestones, sequins, pearls, belt, gloves, colored fabric, long gown, excessive exposure, plastic lace, clumped feathers, fantasy styling, text, logos, or watermark.

Running this is Magnific, using Seedance 5 Pro 2K, which gave me the following dress:

Now watch this… Let’s put this dress on our redhead playing the guitar in the skatepark.

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