**2.2 Pharmaceutical drug product life cycle**

Nowadays the century of the internet and artificial intelligence have changed things very fast. For pharmaceutical industry considerations, drug discovery and data mining tools have made the industrial process quick to reach. This is a kind of opportunity used by the scientists working in various research and development teams of the pharmaceutical industry are working at foremost for generating the new drug concept and brand development for the industry [18]. Using modernised data science tools, the entire product life cycle is being transformed by this technology like discovery biology and medicine research and development, production, and validation. Industrial operations must show that the process is compliant with the specified, validated acceptable limits for both isolated process parameter control strategies and comprehensive production control strategies once the process has been validated. ICH recommendations specify in ICH-Q12 that technological and legal aspects of pharmaceutical product lifecycle management should be taken into account [26].

The key funding from product life cycle management:

