In-House AI On-Model Imagery Risks - Stylitics | AI for Retailers & Brands
25 Things That Go Wrong With In-House AI On-Model Imagery
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The hidden risks of building AI on-model imagery in-house — model drift, brand safety, and cost.
The 25 most common failure points across model fidelity, garment accuracy, and brand consistency
What teams underestimate on cost, GPUs, legal exposure, and ongoing retraining
A build-vs-partner framework to pressure-test your roadmap