Machine Learning IoT and scenarios ROI

The Software of ML augments ROI at the consumption point. It transforms raw data into competitive advantage, cost savings, risk avoidance. Is this an all or nothing strategy, or can you slowly integrate ML into your IoT solution. What is the roadmap to embrace this competitive weapon? How do we develop a new generation organization. AGENDA How do get a bigger ROI with ML? Case Study: ML in Manufacturing Reference Architectures with Microsoft IoT suite, Amazon, etc