FIBO: The 1st JSON-Native T2I Model for Developers
Stop wrestling with prompts, experience structured control with Fibo
The Prompt Dilemma is Over thanks to Fibo!
Text-to-image models generate beautiful images but with zero control. Change one word, and everything shifts unexpectedly. Professional workflows need precision, not guesswork.
3 Ways to Build with FIBO
1. Generate
Start with a short prompt. Fibo's VLM expands it into rich, structured JSON and generates the image. You get both the image and the complete structured prompt.
2. Refine
Looking to refine your generation? Provide short instructions and Fibo will only update the requested attributes, enabling repeatable iteration without drift.
3. Inspire
Start with a stylistic reference image. Fibo extracts a detailed structured prompt, blends it with your intent, and produces variations—ideal for building on existing concepts.
JSON-Native Architecture for True Control
A short prompt (“a houstplant and white pot”) is converted into a structured JSON schema that specifies every visual factor. This schema is machine-readable, so it can be versioned, automated, and integrated into complex agentic workflows.
FIBO Is the Newest Modal On the BRIA Platform
Enterprise Visual AI Infrastructure: Legally Safe, Technically Deterministic, Production Ready
Risk-Free Development
100% licensed training data, complete provenance tracking, and content moderation. C2PA watermarking and enterprise indemnification eliminate legal barriers.
EU AI ACT Ready
Bria is the first AI provider to fully comply with EU AI Act. This milestone demonstrates our core belief that generative AI can be both innovative and ethical.
Open Source, Deploy Anywhere
Cloud, on-prem, or hybrid deployment with complete data isolation meets the strictest regulatory requirements. A recipe for AI success.
Want to see how FIBO stacks up against the competition?
Download a copy of our benchmark report:
Evaluating Open Source Text to Image Models Report

