This presentation will discuss a recently secured project to integrate multiple data, vessel and mission profiles into the Robosys Voyager AI autonomous navigation (ANS) software. It will review the past 20 years of software and algorithm development and maritime autonomy projects and the last 12 months of integrating new datasets and developing new AI/ML algorithms for autonomous short- and long-path planning for smart shipping applications.