The AI Toolbox is a valuable collection of tools designed to help innovation professionals and entrepreneurs streamline their innovation processes and generate ideas. Key tools include the Interview Script Generator, which provides insights into target audience needs and pain points, and the How Might We Statement Generator, which encourages creative problem-solving. Use cases for the AI Toolbox include generating and refining ideas, understanding target audiences, and framing design challenges.