Enterprise-grade visual generative AI startup Bria AI Ltd. today unveiled FIBO, a new foundational model that introduces deterministic generation to the field of visual AI.
Designed for production environments, FIBO empowers businesses to deploy visual AI with full control over every visual parameter, eliminating the unpredictability often associated with "prompt roulette."
The model addresses a critical challenge: despite the promise of visual AI to transform creative workflows, enterprise adoption has largely stalled. Bria cites MIT research indicating that fewer than 5% of enterprise AI initiatives show early signs of return on investment—with visual AI performing even worse.
Bria asserts that FIBO changes this dynamic. Built on an 8-billion-parameter architecture, it integrates structured JSON-based conditioning and fine-grained decoupled layers, transforming generative output from a stochastic process into a fully controllable and reproducible system. This enables enterprises to specify and reliably reproduce exact visual results within any workflow.
FIBO offers independent control over every aspect of an image—including lighting, composition, camera angle, color palette, and style—without triggering unintended cascading changes. Additionally, through deep fine-tuning on Bria’s platform, the model learns each company’s unique brand identity and visual guidelines, ensuring every generated output aligns with corporate design standards and aesthetic principles.
“Visual AI is caught in a paradox—stunning outputs that are utterly unreliable,” said Dr. Yair Adato, CEO. “Teams can’t build scalable workflows around randomness or scale what they can’t control. FIBO fundamentally shifts this by making visual generation as predictable and manageable as any other enterprise software. When you can command every parameter and teach the model your precise brand style, visual generation ceases to be an experiment and becomes rocket fuel for every visual workflow in design, marketing, production, and beyond.”
FIBO is trained exclusively on 100% licensed and rights-cleared data from over 20 premium content partners, including Getty Images Holdings Inc. and Envato Pty. Ltd., ensuring intellectual property compliance, alignment with the EU AI Act, and comprehensive enterprise indemnification.
Early adopters are already leveraging FIBO to automate visual operations at scale. Bria notes that an unnamed global consumer goods brand is rapidly generating localized packaging variants while maintaining strict brand consistency, and a Fortune 100 retailer has significantly reduced its need for product photography by enhancing visual uniformity across channels.
FIBO is available via the Bria platform, offering enterprise-grade API access, fine-tuning capabilities, and integration options with leading design ecosystems including Adobe Inc., Figma Inc., Amazon Web Services, and others.
