Nuli combines allergen-aware checks, ingredient-level signal analysis, and confidence scoring so people can make safer grocery decisions in seconds.
A practical stack tuned for label noise, real-world catalog variance, and clear user trust boundaries.
Product lookup starts with robust public food metadata before applying Nuli-specific normalization.
Deterministic scoring combines ingredient quality signals and allergen relevance into one interpretable output.
Results are translated into practical guidance without hiding uncertainty or overpromising precision.
Everything public-facing about methodology, sources, and policies.
