Articles by Miruna

How to automate visual quality inspection, with Waylay ML ops

Images captured by cameras in industrial sites can be used for visual inspection in a variety of use cases, from improved quality assurance to better worker safety or optimised maintenance procedures, among others. In this post we'll have a look at a quality inspection demo-case,…
5 mins read

Waylay ML ops: Use machine learning models in live data automation flows

Waylay ML Ops enables customers to effectively operationalize any machine learning algorithm with the Waylay rules engine. Waylay ML Ops is for data scientists, analysts and engineers that are working on data solutions involving ML model training. Once an ML algorithm is trained and ready…
3 mins read

How machine builders & OEMs can deliver IIoT value-added services to manufacturers

It’s estimated that IoT applications in operations optimisation have the potential to create value of $1.2 to $3.7 trillion per year in the factory setting in 2025. Manufacturers and equipment builders are in a position to jointly create this value, thanks to new IoT technology advancements. Equipment…
4 mins read

How to achieve energy efficiency in commercial buildings: IoT-enabled solutions for smart HVACR

Sustainability and efficiency are nowadays at the top of the public agenda. Vendors, suppliers, customers and the public at large are looking at products and services through the lens of environmental change. Companies are striving to meet increasing innovation demands in product development and customer service,…
3 mins read

Hyperautomation is the number one Gartner technology trend of 2020: what does it mean for IoT?

Why is hyperautomation important in the context of the Internet of Things? Gartner has recently released their top ten technology trends for 2020 and hyperautomation is number one. How is hyperautomation different from regular automation and why should IoT solution architects consider hyperautomation when designing and building…
3 mins read

Introducing an easier, smarter way to work with IoT data for B2B end users

Today we are releasing the Waylay Dashboard, an easy-to-use configurable IoT dashboard for data visualisation and alarm management. The Waylay Dashboard is purpose-built to enable our enterprise customers to better leverage Waylay for building, packaging and offering IoT solutions to their own customers. The Waylay Dashboard is targeted at…
3 mins read

How to optimise the production yield in precision fish farming. A use case for time series analytics

Time Series Analytics (TSA) is a set of statistical methods to analyse time-series data in order to extract relevant patterns to help predict future behaviour. Waylay offers a powerful Time Series Analytics Module that automates much of the data science tasks behind TSA and enables users to…
4 mins read

Introduction to Waylay Time Series Analytics. Using offline data analysis in live automation flows

IoT data from connected products not only provides business value in real-time but also offline, as historical data is analysed to understand usage and detect and predict anomalies. At Waylay, we already provide an ETL service and a BI service to help our customers take advantage of historical IoT…
4 mins read