Generative AI & LLM Data Solutions
Scalable Knowledge Data Engine for LLMs
Uncompromising Quality
We’ve set a new standard for data integrity, ensuring your models are built on a foundation of absolute precision.
Human-executed,
AI-contamination-
free
Multi-stage quality assurance and consistency checks.
Instruction–input–
output alignment validation.
Privacy-aware, production-grade dataset delivery.
CASE STUDIES
CUA Interaction Training
Built for the next generation of AI agents, Boden AI constructs large-scale CUA interaction training datasets using our data capture platform.
We capture full human–agent interaction trajectories — clicks, typing, scrolling, and tool usage — across web, desktop, and mobile environments, enabling agents that can reliably execute real-world tasks.
CASE STUDIES
Complex Visual Instruction Editing
1,000,000+
Scale
Expertly curated datasets for
high-fidelity visual editing.
ZERO
Synthetic Noise
100% human-executed.
No AI contamination.
Pixel
Perfect
Total alignment across
every image-instruction triplet.
99.99%
Accuracy
Industrial-grade precision
in every delivery.
Superior
Logic
Enhanced visual reasoning
and instruction-following.
By the Numbers Unmatched Scale
Absolute Precision
Powered by the BRIC Forge expert data collection platform, Boden AI built a million-scale professional visual editing dataset designed to fundamentally improve large models’ ability to follow complex visual instructions and perform high-level reasoning.
Senior designers executed all editing operations entirely by hand in native professional environments, covering structured transformations such as object addition, removal, replacement, and reconstruction. These workflows convert human aesthetic judgment and decision-making into high-entropy, learnable signals, enabling models to move beyond surface-level pattern matching.
All source data was curated from 720p+ professional-grade photography, ensuring pixel-level alignment across every original image – instruction – result image triplet. The dataset is guaranteed to be 100% free from AI-generated contamination, eliminating the risk of training degradation caused by synthetic feedback loops.
To ensure industrial-grade reliability at scale, each data unit passed through a three-stage quality control system — designer pre-screening, full consistency validation by QA specialists, and expert-level sampling audits. This process delivered over 99.9% accuracy across millions of samples.
This dataset now serves as a high-quality training foundation for leading global AI research teams, enabling models to truly understand the underlying logic of visual changes rather than merely reproducing visual effects.
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WHY BODEN AI
Build Smarter Models With Better Data
From LLM fine-tuning to multimodal generation and agent systems, BODEN AI provides the data foundation behind real-world AI.