The invention describes hydrosoluble iron(III) oxyhydroxide complexes prepared from different sources of iron, amino acids and carboxylic acids and pharmaceuticals or food compositions containing them. The iron(III) complexes have no undesirable residual taste and can be used as supplementation forms for the prevention or treatment in anemia by iron deficiency in humans or animals.