TY  - JOUR
AB  - This article explores the role of artificial intelligence (AI) in the process industries such as the chemical and pharmaceutical industry. We start by classifying the most prominent technologies comprised under the generic term of AI, define them, and delineate their applicability in various functions along the organizational value chain. Further, we illustrate the boundary conditions for AI application by describing what data are required to initiate and sustain the ”intelligence” of algorithms. We continue with thought-provoking case studies that exemplify the status quo and possible future applications of AI in the chemical and pharmaceutical industry. Based on academic insights, we discuss potential barriers and pitfalls that firms might face while integrating AI into their business processes and present remedies.
AU  - Stoffels, Marius Alexander
AU  - Smolnik, Tim
AU  - Hedtke, Christin
DA  - 2019
DO  - 10.17879/55199636345
LA  - eng
IS  - Journal of Business Chemistry
M2  - 41
N1  - Section "Research Paper"
PY  - 2019
SP  - 41-53
T2  - Journal of Business Chemistry
TI  - Artificial Intelligence in the process industries – technology overview, case studies, and success factors
UR  - https://nbn-resolving.org/urn:nbn:de:hbz:6-55199638939
Y2  - 2024-11-21T19:41:52
ER  -