The CUBE 2025 product keynote presents the newest evolution of SPREAD AI’s Engineering Intelligence Platform. The talk introduces the next generation of Requirements Management, built to ingest unstructured and structured data, map it into a unified engineering graph, surface semantic overlaps with past projects, and estimate effort deltas with precision. The session then moves into Aftermarket Intelligence, showing how SPREAD analyzes complex service tickets, links them to the digital twin, identifies probable root causes, and enables manufacturers to cluster emerging field issues. The keynote closes with a forward view of SPREAD’s standardized product suite, embedding deep AI, graph traversal, and RAG-based reasoning directly into core tools across R&D and Aftermarket.