All 'Product' articles

Succeeding with remote operations in IIoT

Succeeding with remote operations means monitoring and servicing equipment, machines and other physical assets in the field, from a distance and without the need to dispatch field personnel. Equipment builders, OEMs and service organisations are increasingly interested in methods to succeed with remote operations, now…
4 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

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

Enterprise-grade IoT software, how to comply with mandatory non-functional requirements of Industrial IoT

In an enterprise environment, IoT is very complex, not only because IoT deployments in large organisations will almost certainly need to quickly scale to very large numbers of sensors and devices, but also because the solution needs to work across all other enterprise systems and…
4 mins read

An extensive comparative guide to IoT automation technologies

As the IoT is picking up speed in consumer and industrial markets, IoT application development is becoming increasingly complex. Solution architects and enterprise developers are looking for tools that can abstract away the complexity and accelerate solution design and time to market. Today we are…
1 mins read

Serverless automation with Waylay engine

The Waylay engine is the rule engine that separates information, control and decision flow using the smart agent concept: where sensors, logic and actuators are separate entities of the rule engine. Waylay lambda functions (𝛌) are defined as either sensors or actuators. Sensors are “typed” 𝛌 functions, which…
3 mins read

Waylay engine, a new era of building cloud applications

In this blog post, I will define the three key requirements that every rule engine must satisfy in order to fully unleash the power of serverless computing. I will also show how functional programming (FP) together with flow processing engines have given developers a restrictive…
9 mins read

Waylay ETL: the first step in exploring the rich after-life of IoT sensor data

Real-time data is central to Internet of Things applications, which deal with event-based, machine-generated data, flowing in uninterrupted streams into various IoT systems. The Waylay platform is one such system, that was built with a strong focus on real-time data acquisition, real-time orchestration and real-time…
4 mins read