The present invention relates to formulation of a lipid based controlled-release matrix, a polyhydroxy component and a bioactive agent. Such formulation are useful in the delivery of the bioactive compounds. The invention also relates to the use of a polyhydroxy component for increasing the solubility of a bioactive compound, especially a peptide in a lipid-based controlled-release matrix.