This perspective article considers the strategy, design and implementation of an electronic bioanalytical laboratory working to GLP and/or GCP regulations. There are a range of available automated systems and laboratory informatics that could be implemented and integrated to make an electronic laboratory. However, which are the appropriate ones to select and what is realistic and cost-effective for an individual laboratory? The answer is to develop an overall automation strategy that is updated periodically after each system or application has been implemented to assess if the strategy is still valid or needs to be changed. As many laboratory informatics applications have functional overlap or convergence, for example, Laboratory Information Management System, Electronic Laboratory Notebook, and Instrument and Chromatography Data Systems, the decision of which application performs a specific task needs to be carefully considered in the overall strategy. Ensuring data integrity and regulatory compliance, especially in light of a number of recent falsification cases, is a mandatory consideration for the overall strategy for an electronic bioanalytical laboratory submitting data to regulatory authorities.