The value in applying AI in Pharma is in making new and better drugs available faster than would be possible otherwise. By augmenting sparse-data AI with expert knowledge and applying it to the latest nanoparticle engineering techniques, opportunities are created to eliminate the risk associated with new techniques and give therapeutics a second chance to reach the patients who need them.