Providing temporary use of on-line non-downloadable software and applications using artificial intelligence (AI) for monitoring, anomaly detection, predictive maintenance, and situational awareness—without sending sensitive data off-site; Providing on-line non-downloadable software using artificial intelligence (AI) for processing data locally, and maintaining control over a network; Software as a service (SAAS) services featuring software using artificial intelligence (AI) for virtual machines, Kubernetes clusters, and container orchestration with instant provisioning.; Software as a service (SAAS) services featuring software using artificial intelligence (AI) for block storage, object storage, and distributed file systems with high availability.; Software as a service (SAAS) services featuring software using artificial intelligence (AI) for VPCs, load balancers, firewalls, and software-defined networking at scale.; Software as a service (SAAS) services featuring software using artificial intelligence (AI) for managed PostgreSQL, MySQL, Redis, and MongoDB with automated backups.