Data and Artificial Intelligence

During the last few decades, advances in molecular biology have allowed the increasingly rapid sequencing of large portions of genomes. The plethora of information, resulting from programmes such as the Human Genome Project, has necessitated the careful storage, organization and indexing of sequence information. This, in turn, has led to the development of numerous sequence databases such as GenBank and EMBL. This article examines how an integrated approach to bioinformatics could help researchers align their work, share data and, ultimately, significantly increase productivity.

The benefits of using computers and electronic records are proven in most fields of modern-day work, none more so than in laboratories. The opportunities for automation have improved productivity; the computational abilities have increased the accuracy of scientific data and allowed previously difficult or impossible analytical techniques to become routine affairs. This, in turn, has led to huge advances in drug discovery and in the chemical, biochemical and physical analysis of drugs and patients.

The use of on-line auctions can provide increased business and new sellling opportunitites for suppliers.

Reverse auctions can benefit both buyers and suppliers of goods and services, but extensive preparation and careful management are required to obtain those benefits.

Implementing an e-procurement solution requires executive sponsorship, up-front analysis of current processes, integration with back-end systems, and change mangement.