UbiOps takes care of this ML engineering part
, it allows you to easily turn your models, functions and scripts into live services, without the need for IT knowledge. More specifically, UbiOps allows you to provision CPU and GPU instances on-demand, meaning that you only pay for the runtime. Customers see cost savings up to 90% and increased response times by 75x.
Why this plug in?
The common denominator between UbiOps and low-code is that both eliminate the need for extensive IT knowledge, and allow you to speed up the time to market of your applications significantly. With this native plug-in, low-code applications can now easily be integrated with UbiOps. Previously you’d had to build a custom script or integration for every application you would like to run analytics code behind. Now, it’s a matter of selecting the plug-in from the Mendix marketplace, providing a few details and you’re ready to go.
On the one hand you can use the UbiOps plug-in to improve existing Mendix low-code applications with smart analytics. For example, document processing apps that previously required manual revisions can be replaced with an NLP (natural language processing) model to automate the analyses and save costs. Moreover, using CPUs for such analyses is inadequate, due to the size of the images that must be analyzed. The recent on-demand GPU offering of UbiOps allows for cheap, pay-as-you-go use of GPU, without the need to provision GPUs and maintain clusters yourself.
On the other hand, one can build new, AI powered, applications from scratch using low-code technology by Mendix and scalable hosting done with UbiOps. For example, to shorten product descriptions to fit within the max character length in SAP S4/HANA, automatically instead of manually. An interactive example of that use case can be found here
Using this plug-in to combine low-code with UbiOps reduces cost, allows for easy PoCs and significantly speeds up the time to market if the PoC is a success.
Test a mendix app powered by AI yourself here!
How to get started?
Are you a data scientist or low-code developer yourself?
Don’t hesitate to get started and:
1) Create a UbiOps account here
2) Create a Mendix account here
3) Find the plug-in and technical documentation here
4) Find the UbiOps documentation here
UbiOps mission is to let every individual and organization operate and share their data-driven intelligence. UbiOps is a platform for deployment, management and serving of data science and ML/AI algorithms, which you can easily connect behind low-code applications. With UbiOps you can easily turn your Python & R models, functions and scripts into scalable live services without costly IT & software development. UbiOps makes fast real-world adoption of ML & AI possible for organizations, resulting in a higher ROI for data science projects. UbiOps is ISO 27001 certified (information security). Visit us at www.ubiops.com
or follow UbiOps on LinkedIn
As one of the largest full-service one stop shop SAP-provider of the Benelux, Aiden focusses on delivering a broad range of SAP products such as SAP Business One, SAP Business ByDesign, SAP S/4HANA and Mendix (SAP RAD). Aiden is active in several industries such as wholesale, retail, manufacturing industry, consumer products and professional services in both midmarket as well as international enterprise organizations. Besides our extensive knowledge and experience in the field of Low-Code (Mendix) and SAP, we focus on the operationalization and adoption of innovative technology like ML, AI and IoT to ensure a future proof IT landscape for our clients and partners. Aiden has over 300 specialists, in 9 offices in the Netherlands. Together with our clients, partners and colleagues we Make Technology Human.