YUNA – the Data Science Platform

The missing link between data analytics and business intelligence, so you can make better data-driven decisions and transform them into digital services!

Empowering Data-Driven Intelligence

Instead of different solutions for ML Ops, Data Ops, Data Exploration or AI Ops, there is YUNA now – a platform that provides the right tools for the productive use of data analytics at any time.

YUNA covers all relevant, integrative, data processing and collaborative functions for mapping different use cases. As a result, YUNA reduces the total cost of ownership and ensures short time-to-market.

YUNA for….

Business Experts

… to develop new ideas with a keen eye on economic efficiency and practicability

  • • Optimize existing processes
  • • Derive business insights from data
  • • Create new services
  • • Thinking and realizing business models

Data Experts

… to run, optimize and manage different scripts and models.

  • • Dynamic load distribution
  • • Time-controlled execution
  • • Use direct feedback to tweak models
  • • Integration of Git for model versioning
  • • Direct transfer from PoCs to production systems

Softwareentwicklung data science

End Users

… to make the job simpler and easier to transform data into knowledge.

  • • Dashboards that adapt to the users
  • • Automatic visualizations
  • • Smart Actions and Smart Alerts
  • • Link automated actions to analytics
  • • Leverage data from and within other applications

“What a powerful tool and what creative people who came up with it.”
Peter Seeberg
AI expert for the manufacturing industry | Podcast “KI in der Industrie”

Go to podcast (German only)

YUNA enables the development of „Data Products“

Video-language: German

  • Convenience functions for enterprise-wide collaboration
  • Governance functions for control and monitoring
  • Structure functions for adapting, optimizing and evaluating analyses in productive use
  • Core functions for increasing data quality
  • Foundational functions to develop self-learning algorithms
  • A scalable architecture to support from prototype to mission critical service
  • An open API for integration into the system landscape

YUNA on the job

„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 s | TRUMPF

Industry & Mechanical Engineering

    • • Predictive Analytics
    • • Digital Twin
    • • Predictive Maintenance
    • • Anomaly Detection

Energy

  • • Smart grid development and operation
  • • Site planning
  • • Predictive Maintenance
  • • Demand forecasting
  • • Predicting network utilization

Logistics

  • • Demand forecasts
  • • Stock optimization
  • • Predictive Maintenance
  • • Transport Intelligence

Retail

  • • Sales / Revenue forecasts
  • • Up- / Cross-Selling
  • • Dynamic pricing
  • • Location planning
  • • Warehouse optimization
  • • Customer behavior / Shopping cart analyses

Auto­motive

  • • Optimization of (spare parts) logistics
  • • Predictive Maintenance
  • • Sales forecast
  • • Quality assurance during production

Insurance

  • • Churn Managment
  • • Up- / Cross-Selling
  • • Risk minimization
  • • Customer Lifetime Value

Key Features

Optimize analyses, detect model drifts and data labeling

Evaluate and optimize analytics results. Algorithms provide results – people provide the expertise. YUNA provides a intuitive Data Labeler, that brings it all together in one function and keystroke. This feature makes it possible to move from pure anomaly detection with unlabeled data and unsupervised learning to labeled data and predictions through supervised learning.

More: The same feature can be used to tune your analytics models! User can give feedback about the accuracy which in return is used to optimize the algorithm!

 

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.

Even more: Never share screenshots or settings again! With YUNA you can easily share your content via link – all settings remain intact. So colleagues can continue to work directly, without a phone call, screenshare or passing through settings.

 

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.

Additional technical details

YUNA offers various functions that give you the freedom to carry out individual projects!
More

Update: 12.04.2022
New in Version 2.2:

  • Function update of the Imageviewer
  • Update to full screen mode

One step ahead - Connect the dots

Scale

Start small, think

Integrate

The digitalecosystem

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.

Simplify

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!

Share

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 aentire 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.

Trust

Data enabled

Improve

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!

Lets talk!

    Your contact

    Manfred Menze

    yuna@eoda.de

     Tel. +49 561 87948-370