To fit business requirements
Software system is nothing without the data.
A lot of manual processes in the everyday operations can be overwhelming. Automate your business processes, make them faster, less error-prone, with only manual inputs when really required.
Modern software solutions, especially IoT applications rely heavily on big data and can generate high traffic of telemetric data.
With PostgreSQL, MS SQL, Oracle take full advantage of relational databases by securely storing static relational data.
The integration of data from multiple sources is a huge challenge, not only in terms of technology, but also in business.
ThingWorx based or custom solutions. Update configuration and software or send calibration profiles to hundreds or thousands of assets with ease. Automatically update records about the new version of software.
With the Kafka tool derive real-time ingestion, processing, and analysis of events. Transform and enrich events for monitoring, alerting and improved operational efficiency.
Enterprise system integrations are natural for almost every PLM implementation.
Kepware – one of the most popular OPC servers on the market. Kepware allows you to control various automation devices and applications using one very intuitive interface.
Azure IoT Hub, AWS Device Gateway and other cloud services relevant to exchanging the data and management of devices for your solution.
Sometimes using off-the-shelf solutions provided by other vendors is just not enough, not fitting your specific use case, infrastructure or other characteristics.
When creating own solution and going to connect to devices, machines or systems, usually you have a broad possibilities of using various communication/transportation protocols, libraries, approaches.