The Intelligent System Initiative is a crosscutting initiative that aims to advance the autonomy of space-based systems in a disruptive way. The Initiative adopts a global system-of-system approach, exploiting synergies with application domains from a multitude of sectors. The Intelligent System Initiative works to a rapid timeframe, leveraging the most advanced processing techniques to increase system performance.