Software as a service (SaaS) services featuring software using artificial intelligence for managing, monitoring, and documenting ethical and regulatory compliance obligations in clinical research, institutional review board (IRB) operations, and healthcare research governance; providing temporary use of non-downloadable software for regulatory compliance auditing, workflow automation, data analytics, reporting, and risk assessment in regulated research environments.