Every enterprise grapples with the question of top-line growth. For any enterprise, growth strategy is about survival. It's about answering multi-million dollar questions such as what products to build, what markets to enter, and what companies to acquire. Thanks to the recent progress in AI technologies for machine reasoning, growth signals can be synthesized into novel scenarios for enterprise growth at large scale. AI solutions for growth strategy can work in realtime, leave no stone unturned, and take the guesswork out of how to grow a company. In this presentation, we will review the state of the art in AI-assisted strategy development and discuss a few examples from real case studies.