Propel's AI-driven Product Lifecycle Management (PLM) seamlessly integrates intelligence into workflows related to product development and quality assurance. With Propel One, artificial intelligence streamlines monotonous tasks, accelerates insight generation, and assists teams in making informed decisions based on real-time product information. Rather than navigating through fragmented systems, teams can leverage context-aware recommendations that enhance both the speed and precision of change management, quality events, and product operations. The AI functionality complements existing processes rather than replacing them, enabling manufacturers to minimize manual intervention, detect potential issues sooner, and effectively scale in response to increasing complexity. By embedding AI within the work environment, Propel facilitates intuitive interactions with product data, quickens team onboarding, and ensures uniform execution across various roles. Over time, as it learns from regulated data, Propel One aids organizations in standardizing best practices while remaining adaptable to evolving products, processes, and requirements. Prominent features of this PLM solution include change management, bill of materials (BOM) oversight, approval workflows, and version control, among others.