Bria FIBO: The Deterministic Model Fixing Unpredictable AI Image Generation
Bria.ai launched FIBO in November 2025 as the first deterministic visual foundation model built for enterprise AI image creation. Unlike typical generative AI that spits out different results from the same prompt—a problem called “prompt roulette”—FIBO produces the exact same image every time with the same inputs. This makes it reliable for production use. Bria announced it via PRNewswire on Yahoo Finance.
What FIBO Does
FIBO runs on an 8-billion-parameter architecture with JSON-based conditioning and disentanglement layers. You input structured JSON to control over 100 visual attributes independently: lighting, composition, camera angle, color palette, style. Change one without messing up the others. It also fine-tunes to a company’s brand guidelines, so outputs match specific aesthetics.
The model trains on 1,000-word descriptions that encode these attributes. Bria trained it solely on licensed data from over 20 partners, including Getty Images and Envato. This setup ensures IP safety and meets EU AI Act rules, with indemnification for enterprises. Details come from SiliconANGLE’s coverage.
How It Improves Image Creation
MIT research shows fewer than 5% of enterprise AI projects deliver early ROI, and visual AI lags further due to inconsistency. FIBO fixes that by turning random generation into a repeatable process. Bria CEO Yair Adato put it this way: teams can’t scale around randomness, but FIBO makes visual AI as controllable as other software.
- A global CPG brand uses it for faster regional packaging variants while keeping brand consistency.
- A Fortune 100 retailer cuts product photography needs with better consistency.
- A creative agency speeds up campaign development tenfold through controlled changes.
It’s available now via Bria’s platform with API access and integrations for Adobe, Figma, and AWS. More on its enterprise fit in StartupHub.ai.
FIBO is also open-source, as covered in this Medium post and Sonus Ahani’s blog.
FIBO, named for the Fibonacci sequence’s precise patterns, shifts AI image generation from guesswork to precision tool for design, marketing, and production.
