Data and Artificial Intelligence

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Europe moves to place excipient GMP and GDP standards on the same level as active pharmaceutical ingredients.

A laboratory information system (LIMS) is a key tool in facilitating communication between a pharmaceutical company and its outsourcing partners; however, most LIMS require extensive customisation before they can be used in the pharmaceutical industry.

Life-sciences companies spend proportionally more resources on information technology and get less in return on their investment than companies in other industries. The poor return on investment partly results from regulatory costs that are unique to the pharmaceutical industry, but also stems from a failure to manage data strategically.

Mixed Blessings

When vessels, seals, and cooling units go haywire, operators must get in the mix.