Software as a service (SaaS) featuring non-downloadable artificial intelligence software for analyzing business processes, understanding process intent, and generating reasoning-based insights to optimize automated workflows; providing temporary use of non-downloadable software for applying machine learning and large language models to interpret process context, exceptions, and dependencies in enterprise automation environments; platform as a service (PaaS) featuring software tools for process intelligence, decision support, and continuous improvement of robotic process automation (RPA) and AI-driven automation systems