The EU funded BACCHUS project aims to develop tools and resources to study relationships between bioactive food compound intakes and cardiovascular health in humans. To handle variation and uncertainty of bioactive levels in foods a probabilistic model of bioactive intakes was used to estimate distributions of population intakes.