Software as a service ("SAAS") featuring workflows for designing laboratory experiments, for running laboratory experiments, generating data, for reviewing and analyzing laboratory and environmental data, and experiment results; enabling organizations to control their own scientific instruments and facilities locally and worldwide, schedule workflows and manage their scientific data; software as a service ("SAAS") featuring software for running computer simulations of laboratory experiments, for running computer simulations of biological and chemical phenomena and systems, for optimizing laboratory experiment parameters with computational methods, and for comparison of computer simulations against empirically observed laboratory experiment results; software as a service ("SAAS") featuring software for research and development of chemicals, pharmaceuticals, biologics, and vaccines, and cell and gene therapies; software as a service ("SAAS") for providing regulatory compliance documentation following experiments, for performing regulatory agencies audits following experiments, and for performing internal audits following experiments