Software as a service (SAAS) services featuring software using artificial intelligence for use in pharmaceutical drug development, metadata tagging in the fields of healthcare and pharmaceuticals, identifying biomarkers, identifying mutations, identifying comorbidities, identifying side effects of drugs, identifying efficacy of drugs, identifying clinical study designs, identifying pharmacokinetics (PK), identifying study arms for clinical studies, identifying patient characteristics, identifying disease characteristics, identifying labs, identifying resistance markers, identifying disease therapies, vaccine development, diagnostics development in the fields of healthcare and pharmaceuticals, analyzing clinical data in the fields of healthcare and pharmaceuticals, analyzing clinical data in healthcare databases, health economics and outcomes research (HEOR) in the fields of healthcare and pharmaceuticals, conducting clinical trials in the fields of healthcare and pharmaceuticals, accessing and analyzing competitive intelligence information in the fields of healthcare and pharmaceuticals, accessing and analyzing market research in the fields of healthcare and pharmaceuticals, organizing, managing, and tracking data during development of a drug and over the life of a drug, creating and updating clinical guidelines in the fields of healthcare and pharmaceuticals, personalizing treatment options in the fields of healthcare and pharmaceuticals, and customer identification in the fields of healthcare and pharmaceuticals; SAAS services for measurement of efficiency and success metrics for pharmaceutical products lab to market; Platform as a service (PAAS) services featuring software using artificial intelligence for use in pharmaceutical drug development, metadata tagging in the fields of healthcare and pharmaceuticals, identifying biomarkers, identifying mutations, identifying comorbidities, identifying side effects of drugs, identifying efficacy of drugs, identifying clinical study designs, identifying pharmacokinetics (PK), identifying study arms for clinical studies, identifying patient characteristics, identifying disease characteristics, identifying labs, identifying resistance markers, identifying disease therapies, vaccine development, diagnostics development in the fields of healthcare and pharmaceuticals, analyzing clinical data in the fields of healthcare and pharmaceuticals, analyzing clinical data in healthcare databases, health economics and outcomes research (HEOR) in the fields of healthcare and pharmaceuticals, conducting clinical trials in the fields of healthcare and pharmaceuticals, accessing and analyzing competitive intelligence information in the fields of healthcare and pharmaceuticals, accessing and analyzing market research in the fields of healthcare and pharmaceuticals, organizing, managing, and tracking data during development of a drug and over the life of a drug, creating and updating clinical guidelines in the fields of healthcare and pharmaceuticals, personalizing treatment options in the fields of healthcare and pharmaceuticals, and customer identification in the fields of healthcare and pharmaceuticals; PAAS services for measurement of efficiency and success metrics for pharmaceutical products lab to market