Artificial Intelligence (A.I.) has revolutionized many industries as we speak, which doesn't exclude pharmaceuticals. However, unlike other sectors concerning Information Technology, Automotive, Entertainment, and the likes, pharma was reasonably slow in adopting the futuristic technology but getting there nonetheless. The slow acceptance and incorporation of A.I. within pharma owes to the blatant uncertainty of what might work and what won't help discover and develop new drugs.