Understanding complex corporate, social, cultural, and governmental processes identifies human and human-machine information vulnerabilities. DoD, NATO, and FVEY allies need comprehensive “Red Team” and shareable methodologies to steel against the information onslaught.
America is turning its attention to the increasingly contested environment of space. Equipment resilience and reconstitution capabilities are a major area of focus, and this implies automated ecosystems (or, systems of systems) which are managed, measured continuously, and optimized autonomously.
Process ecosystem interactions will be so complex that it will take highly advanced AI to understand and simulate emerging configurations. Process mining will continually map evolving ecosystems and monitor system health and emergent behaviors. Algorithmic process models provide data-driven simulation input parameters, and process adjustments will rapidly and autonomously flow from AI-managed test to dev to production environments.