LLMs alone cannot perform foresight because that requires human judgment about strategy fit and market dynamics, but they can massively accelerate research, signal scanning, and data assembly for foresight—scaling and assisting human work rather than replacing it, particularly in identifying opportunities that match organizational strategy.