StepChange Innovations blog covers innovations and issues in pharma

The Role of Artificial Intelligence in Scientific Research

Artificial Intelligence (AI) is transforming scientific research by accelerating data analysis, automating experiments, and enhancing knowledge discovery. AI platforms such as Semantic Scholar, Sparrho, and OpenResearcher streamline literature reviews, while tools like AlphaFold and Insilico Medicine drive breakthroughs in protein prediction and rapid drug design. Case studies include Stanford’s virtual AI scientists proposing novel nanobody vaccines, BioNTech’s AI lab assistant “Laila,” and the Flora Incognita app for biodiversity monitoring. Despite challenges of transparency, bias, and reproducibility, AI empowers researchers to generate hypotheses, optimize workflows, and open new scientific frontiers, making it a powerful catalyst for interdisciplinary innovation and discovery.

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CRAMS outsourcing in pharmaceutical and chemical research and manufacturing, part III.

In this article we discuss CRO offshore outsourcing in the chemical and pharmaceutical industry, especially what drives outsourcing, the process for vendor selection, typical problems in CRO outsouring, and CRO Offshore Outsourcing to China and India.

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CRAMS outsourcing in pharmaceutical and chemical research and manufacturing Part I.

Contract research and manufacturing services (CRAMS) in the pharmaceutical, bio-technological and chemical industry is massive, a multi-billion dollar business. We will outline in this article how big is this business, what drives this business and what are the implications for enterprises and for the society ? We will outline in this article the political and macro-economical implications of outsourcing.

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