Ecosystem of Alliances and Partnerships: Partnerships and collaborations that increase our capabilities and provide access to the most up-to-date innovations. A tech startup chose to embed machine learning into their product growth cycle. AI analysed user responses in real-time from social networking and helpdesk queries, suggesting new feature