A confluence of new technologies, not possible two years ago, finally makes asset performance management highly scalable, low cost and easy to use: tinyML, ubiquitous cellular NB-IoT networks and affordable AI/ML. Shoreline’s solution delivers:
Unprecedented Ease of Use
Purpose built for non-experts, our solution brings consumer industry ease-of-use to industrial asset management. It eliminates the complexity and cost of experts, enabling non-experts to understand anomalies, root causes and recommended actions to fix them. It provides these users with the answers they need on what to fix and when. The solution also provides reliability engineer experts with full visibility into all the operational data to provide deeper
insights, especially for specific machine health parameters.
Affordable AI Sensors
Are easy for anyone to self-install in minutes using a mobile application and includes a battery with a five-year life. The tinyML SW, that’s embedded in the sensor, enables edge processing by collecting and analyzing asset data at high resolution to help understand causal factors. It only sends relevant data to the cloud.
Built-in Cellular Connectivity & Local Wireless using BLE
A direct sensor to cloud link is low power, low cost and long range (4x LTE). Since it bypasses local IT infrastructure, it eliminates the need for new infrastructure, such as gateways. If required the sensor can connect with local gateway using BLE.
Hierarchical Asset Library
Physics based models in the cloud auto configure assets in minutes to create a machine baseline. A unique asset signature is also auto configured to monitor a robust set of machine health parameters 24/7 in real time.
Affordable, serverless cloud infrastructure supports predictive analytics and hybrid deep neural networks. Self-supervised deep learning uses unique asset signatures and baselines to generate deep asset insights and highly accurate predictions. It also eliminates the time and high expense of using historical data, as well as the need for data scientist to manage asset data on an on-going basis.
Delivers Fast Time to Value
It’s quick and easy to get started without any experts, IT or system integrators. DIY sensor installation and set-up takes under an hour per asset with two to four sensors. Once the sensors are in place, a machine baseline is generated automatically enabling actionable insights in minutes. POCs only take six weeks to complete. Our pilot starter kits are ready for quick delivery.