YUNA – the data science platform

YUNA is a collaborative data science platform. It covers all relevant integrative, data processing and collaborative functions for mapping such application scenarios. As a result, YUNA reduces the Total-Cost-of-Ownership and ensures short time-to-market.

Thus, the platform enables the development of „Data Products“ through

    • Comfort functions for company-wide collaboration
    • Governance functions for control and monitoring
    • scalable support from prototype to mission
    • as well as an open API for integration into the system architecture.

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One step ahead - Connect the dots

  • Scale
  • Integrate
  • Simplify
  • Share
  • Trust
  • Improve

Start small, think big

Work in a controlled and scalable environment with optimal load balancing – independent of data retrieval, user requests or calculations. Achieve a high-performance, scalable analysis system for your new digital services and products, both horizontally and vertically.

Instead of individual project islands, develop and manage all data projects in parallel and company-wide and operate them efficiently and across teams. YUNA breaks down barriers when it comes to asking questions and finding answers. Discover unused potentials, make better decisions and derive direct actions.

The digital ecosystem

YUNA can be integrated independently of the system landscape. No matter if Business Intelligence tools, frameworks, development environments – data and results can be easily combined in YUNA via REST-API. The advantage: Continue working as in a familiar environment and use the information without cumbersome import/export workarounds and the associated error-proneness.

You also benefit from the entire innovative potential of your company: be it the business user who asks a concrete question or is troubleshooting, the data scientist who develops the corresponding algorithms or those who present the results.

Your data sources - your toolset

YUNA is designed as an open platform that offers a customizable approach – discover the new possibilities of using your data in a meaningful way!

Use proven languages like R, Python and Julia to develop your own projects and algorithms. Use any data sources you own or might own in the future. Share your experience and use it for new use cases – instead of building from scratch. With YUNA you can transfer existing analyses and tailor them to the new problem. YUNA adapts to the use case and provides the appropriate functions and features due to its modular structure. A platform for determining customer behaviour and for monitoring and maintaining your machinery? With YUNA you have both in one platform!

Knowledge grows when it is shared

Maximum distribution of knowledge is one of the basic ideas of YUNA. Thus, data stocks can not only be filtered individually, but the filters can be shared with other persons / teams. The same applies to dashboards, views and entire projects. Advantage: If one person has made the brilliant idea / adaptation, it can be rolled out company-wide if required. The result: insights can be shared more quickly, work is simplified and everyone benefits.

Your data sources - Your toolset

Bring data sources, analysis scripts and people together. Create your foundation for successful data science projects and increase the value of data analysis by evaluating results directly.

Understand correlations between source and results faster. With workflow and advanced logging during script output and execution, all steps can be reproduced, contributing not only to greater acceptance but also to more stable collaboration.

End-to-end digitalization

Develop new business models that expand your core business. Simplify and digitalize existing processes. Gain a deeper understanding of interrelationships and thus make better decisions even faster with the help of data. Develop new services and data products – and gain a decisive competitive advantage!

Recognizing competitive advantages, interdisciplinary working, efficiency and time saving through better data quality, descriptive, predictive and prescriptive analytics, arbitrary scaling, easier decision making, value-creating machine learning, data visualization and API interface to connect with other solutions …

This is all YUNA!

Scale

Independent on data volume, queries, sources or user numbers – thanks to dynamic load balancing and modular design.

Data Citizen

Collaboration between users and Data Scientists. Pack your use cases  into analysis packages and have them implemented – without data science expertise.

Provisioning

Automatic visualization of analysis results, customized dashboards and report creation – all from a single source.

Centralized platform

Manage, control and execute various use cases, analytics and automated processes in a unified platform.

 

„What a powerful tool and what creative people who came up with it.“

Peter Seeberg | AI expert for the manufacturing industry | „AI in Industry“ podcast

 

Key Features

Result Rating – Augmented Intelligence

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Evaluate and optimize analytics results. Algorithms provide results – people provide the expertise. Result Rating brings it all together in one function and keystroke. This makes it possible to move from pure anomaly detection with unlabeled data and unsupervised learning to labeled data and predictions through supervised learning.

 

Dashboarding

Go from mockup to custom view in just a few steps – Use and customize ready-made widgets. This creates customized dashboards, with exactly the information every team member in the company needs! Easily share dashboards with others and/or roll them out company-wide. Also possible: a dashboard that presents itself differently depending on the rights – / role concept.

 

Filter and database in one

Use custom filter categories and SQL statements to filter intelligently. Once filtered, views can be shared with Data Scientists who use the filters as Data Sets and apply algorithms to them. Even more, filters can be edited collaboratively and also shared among users – so exporting data is no longer necessary!

 

Automate

Start processes and analyses, run reports and alerts to react and make better decisions at any time.

 

Visualize, provide, decide

Display analysis results fully automatically as a table, chart or image. Make better decisions faster with data support. Use views as the basis for new analyses and create new analysis packages.

 

Cyclic analyses and more

Quite simply select one or regular time points to start their analyses. Well planned, they collide so never again other processes.

 

Integration of Shiny and more

View and interact with HTML content directly in the dashboard. One Shiny app for different groups and users? No problem. Integrated with YUNA, apps like Shiny can leverage filtering and permissions cloning concepts from YUNA – instead of building Shiny apps for each individual group, one is now enough!

 

Embedded in your system landscape

Display YUNA in other applications or have it controlled via REST API, operate Shiny applications in YUNA and apply functionalities such as filters – YUNA offers many possibilities to seamlessly integrate into your existing system landscape without creating further media breaks.

„With YUNA eoda enables us to fix problems before they actually occur. Thanks to real-time data evaluation, we reduce downtime, optimize processes and increase machine availability at the same time“
Marco Holzer | Head of Product Management & Logistics Services | TRUMPF

One step ahead - Connect the dots

Scale Pfeil