Solutions

ORAN SMO/RIC Toolkit

Turn your RAN Engineers into r-Apps developers!

AI Care

Are you planning to deploy Open RAN?

An SMO/RIC is required as per the Open RAN Alliance Standards. Traditionally requires high-end software development skills.

Have you considered all necessary aspects of the SMO/RIC comparison?

Have you considered all necessary aspects of the SMO/RIC comparison?

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Support Software-based r-Apps (via R1 interface).

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Extensive coding requirements

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Siloed RAN expertise

Are you leveraging your SMO/RIC investment to the fullest

Are you leveraging your SMO/RIC investment to the fullest?

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RAN Intelligent Control

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Future-proof application

ORAN SMO/RIC Toolkit brings the power of MLOps & Automation to accelerate the deployment of your own rApps

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What benefits can you expect from ORAN?

90%

Less LOE r-App

100%

Consistency

100%

SMO/RIC compatible

0

Code maintenance

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ORAN SOM/RIC Toolkit works beyond RAN, so you can start using it in your current network

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Open RAN standard interfaces O1, A1, R1; FCAPS (DataOps mediation) and External Data Enrichment capabilities

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UI & Python-based r-App development toolkit to create and deploy code-based rApp

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ML Explainability with Tupl’s Contextual Situation Analysis

Get a demo of ORAN SMO/RIC Toolkit today

Get started and request a demo to learn how ORAN SMO/RIC Toolkit can help you.

Frequently Asked Questions

Below you will find answers to the most common questions about ORAN.

How does ORAN work?

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ORAN is designed to fit within an operator organization’s daily workflow on network performance and troubleshooting processes.

ORAN connects to relevant data sources, key ones being configuration, topology and network counters and KPIs.

The AI Engine correlates data from multiple sources to automate the detection, troubleshooting and action recommendations for network performance issues

How does Tupl SaaS work?

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ORAN SaaS is delivered in cloud service (e.g. AWS, Azure, etc.) and can also be deployed on-premises, in your private cloud or data center.

It is easy and quick to get started, fit for a faster procurement process, with a functional solution in operation within a week.

Monthly subscription. No strings attached. Stop at any time.

What type of root causes does ORAN address?

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One key design principle of the system is flexibility, so as long as the proper data sources are integrated, and enough training samples are provided, any root cause that is relevant to you can be addressed.

How accurate are the root cause analysis models?

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It typically depends on a combination of targeted number of root causes, number of features required to model them and the number of available samples to train the system. Some of the models created by ORAN have reached over 90% accuracy.

We don't keep records of solved issues to use as training data. Is this an issue?

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Not at all. ORAN leverages unsupervised clustering techniques to detect group issues with similar patterns and helps you analyze as many problems as required to train your model in the most efficient way.

What other systems can work with ORAN?

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ORAN works in conjunction with other systems within your company, such as Ticketing, SON, CM, or Work Order management systems. Just as any engineer would do.

My organization does not have data science skills. How steep is the learning curve for this solution?

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No coding skills or database modeling are required, only general concepts from data science are advisable to make the most of the system. ORAN relies upon TuplOS, Tupl's AI engine, which is a set of utilities designed to synthesize and digitize the complex knowledge base from your engineers and free them to focus on putting their expertise to work.

Tupl can guide you through the process via a coaching and training program from our services team.

Get a demo of ORAN SMO/RIC Toolkit today

Get started and request a demo to learn how ORAN SMO/RIC Toolkit can help you.

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Operations made simple with AI

Associations we belong to:

Technology Park of Andalusia TuplTelecom infra project Tupl5G Open Innovation LabAmetic la voz de la industria digitalOur EU values has been the seed to transform an idea and a dream proposed 20 years ago into a real bottom-up movement lead by the Global StartupCities initiativeAtlas Tecnológico es la plataforma donde conectar con aquellos agentes que generan innovación en los sectores de la industria 4.0.