AI is in fashion: The death of old professions and the era of "visual engineers"

The fashion industry is once again experiencing a technological disruption, but this time it's different. We remember how the adherents of analog photography predicted the death of authenticity with the advent of digital photography. We watched as glossy editors, detached from reality, with the tenacity of aristocrats clinging to the family silver in the midst of a revolution, defended the sanctity of the printed page as media rushed online.

Today, history is repeating itself with generative artificial intelligence, but the atmosphere is at its most charged. Instead of the usual skepticism, there's genuine anger and a viscous, palpable fear. And this is understandable. The machine learns by greedily absorbing the work of the very creators it's about to leave behind.

Previous technological revolutions gave industries decades to adapt. The current transformation is sweeping past with hurricane speed, compressing years of evolution into mere months, and the fashion world has proven woefully unprepared.

The driving force behind this tectonic shift is not aesthetic curiosity or creative pursuit, but a colossal, almost obscene amount of capital. According to Stanford HAI's AI Index 2025 report, global investment in AI in 2024 will reach a staggering $252.3 billion—an increase of $44.51 billion from the previous year. When capital moves at such a speed, resistance is not only futile—it's pointless.

The first and most devastating blow will be to the image production pipeline: photographers, art directors, and stylists. The economics here are simple, ruthless, and undeniable. Choosing between a five-figure bill for a full studio team's daily work and a couple hundred dollars for computing power is essentially no choice. This is a sentence.

The vast amount of work that has paid the bills for most creatives—especially e-commerce catalogs and the endless stream of social media content—will evaporate. This work, often perceived as aesthetic junk food—necessary but uninspiring—is an ideal candidate for complete automation. The mid-level commercial photographer shooting lookbooks and product will soon become economically unviable for the vast majority of brands.

The destruction will also affect the entire supporting infrastructure. Set designers, art directors, and location scouts face a direct threat, as physical sets are rapidly being replaced by virtual environments created with a few clicks.

Hairdressers and makeup artists remain relatively safe for now. AI is incapable of physically preparing a celebrity for the red carpet. The need for a human touch in the personal services industry provides a buffer for them. However, their survival now depends on their ability to pivot from the volatile commercial market to working with private clients and events where physical presence is imperative.

New Hierarchy: Visual Engineer

The creators who survive this purge won't be technicians. They'll be conceptualists. Their value will shift from execution To vision and management.

The key skill is no longer photography, but visualization; no longer stylization, but visual image engineering. The way forward for image creators is to become visual engineersThese specialists will train custom AI models based on a brand's unique aesthetic or a collection of their own historical works. The value will lie in creating a unique visual language that a neural network cannot generate "by default."

Artificial intelligence, by its very nature, tends toward the arithmetic mean; it generates what is statistically most probable. True aesthetic breakthroughs, bold and unexpected, still require human intuition, taste, and a deep cultural background. Professionals with this capital will be able to assume senior-level positions as art directors and curators, selecting the one true solution from thousands of generated options. They will treat AI less as a tool than as an incredibly efficient, literal, and highly valued intern.

An empty studio and a shortage of newcomers

Within design studios, teams will inevitably shrink. Generative AI excels at iteration, creating thousands of silhouette variations faster than an entire team of junior designers. The role of creative director will remain intact, but the entire support structure beneath them will be dismantled.

This raises a fundamental problem: where will new creative directors come from if the entry-level positions where skills are honed disappear? The designer's role is transforming from creator to chief curator. Modern professionals must be AI-literate, able to translate abstract aesthetic concepts into the technical language of algorithms. The process is shifting from "intuition" to "intuition backed by data." With iterations becoming automated, deep knowledge of garment design, fit, and fabric behavior is becoming a decisive human advantage.

The Digital Twin Economy

Modeling agencies face perhaps the most existential threat yet. The normalization of AI-generated models is in full swing. Initiatives to create digital clones of real models for endless commercial exploitation mark the final disconnect between the model's image and their work.

Brands will only use real people for the most prestigious campaigns, where authenticity (or a convincing imitation of it) still has market value. The vast majority of commercial images will be artificially generated.

This creates a two-tiered economy. At the top are the stars, who can license their digital doubles for premium fees; their image is a scarce asset. Meanwhile, the "middle class" of modeling, the anonymous faces on e-commerce sites, faces complete obsolescence. Why pay them when AI platforms can replicate their appearance for a nominal monthly fee?

To survive, agencies will have to completely rethink their business model. They must shift from booking models to managing their intellectual property. A unique appearance will become a licensed product, a digital asset, similar to how a musician licenses their tracks. Agencies will transform from casting directors into record labels of sorts, managing the digital avatars of their talent.

The industry is shifting from creating things to "prompting" them. What remains constant? Taste. The ability to select that winning image from thousands of synthesized options. And this shift will draw a new line that will separate those who control the machine from those controlled by it.