Drug discovery is the procedure when new applicant drug are discovered and classically drugs were discovered by identifying the active substance from classical therapy as with penicillin. Discovering drugs that may be a commercial success, or a public health success, includes a complex interaction between investors, industry, academia, patent laws, regulatory exclusivity, marketing and the need to balance secrecy with communication.