The Internet of Things (IoT) – a movement to digitize the engineered physical world – is changing how companies manage their assets and conduct business. As the IoT transformation takes place and new sources of information emerge, organizations are trying to harness these newly formed data pipelines. Just as the agricultural and industrial revolutions of centuries past transitioned society to new processes and production methods, the IoT revolution is reshaping how information is produced, distributed, and analyzed. To properly channel the transformative power of this revolution, we need ways to gather and analyze IoT data properly. However, this is much more easily said than done.