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TechnologyJul 2026
Why vertical industries need Statistics × AI
When scaling laws meet limited data and reliability requirements, statistics becomes a foundation for deployable AI.

Foundation models are powerful, but industry data is often limited, structured, expensive to label and constrained by real operational requirements.
UDI integrates statistical modeling, causal inference, uncertainty quantification and optimization into AI systems so their outputs can be explained, verified and used for decisions.