Thoughts on how to cut through the AI noise to avoid disruption and find innovative ways to apply Artificial Intelligence to capitalize on new business opportunities, optimize processes and workflows, augment business and technical capabilities, create virtuous feedback cycles for human and machine learning (ML), and expand runway and visibility with analytics and insight.