AVA - AI for Network Performance
Augment human intelligence to improve decision making & increase network efficiency
One of the most important concerns for many Chief Technology Officers (CTOs) and Chief Financial Officers (CFOs) is finding the most effective ways to build network capacity in line with projected growth in demand.
Network complexity will explode in the next five years as the roll out of 5G accelerates and many CSPs refresh their LTE networks. Networks are expected to grow by 73% in the next five years, more than five times the rate seen in the last five years. Yet budgets remain flat and CTOs need to do more with less. Telco AI can maximize existing assets and help plan CAPEX in the right places.
A future-proof network evolution plan must be innovative and reliable enough to support new services, business models and use cases as they arise. However, before new CAPEX investments are made, it’s important to maximize the assets on the ground and understand exactly the best areas to make network investments that add the most capability to launch new 5G services and win the highest returns.
How can telcos increase network efficiency with Cognitive Radio Frequency Analytics
Radio Frequency (RF) optimization is the most important way to guide CSP investments in coverage and quality to deliver the highest quality of experience (QoE) for customers. To guide their investment decisions, CTOs need a more detailed view of network performance than is possible with conventional drive testing and geolocation tools.
How can CSPs use Spectrum to optimize network efficiency?
Spectrum is one of a CSP’s most valuable resources, as well as one of its most expensive. Making use of finite spectrum is paramount and network investments that focus on the efficient use of spectrum are the most likely to achieve the biggest returns. Conventionally, CSPs have relied on analyzing cells with low average capacity performance indicators at peak traffic times.
How can Nokia Spectral Performance Analysis improve network data capacity?
A more effective approach is the Nokia Spectral Performance Analysis. Instead of simply analyzing individual cells, the service divides cells into multiple zones with similar characteristics, measures the spectral efficiency for each zone and automatically recommends ways to improve network data capacity. AI makes the analysis more granular, so CAPEX investments can be more precise and bring a higher ROI.
How to improve network Quality of Service and CAPEX
Nokia collects, stores and analyzes data from multiple sources, including Minimization of Drive Test (MDT) data. MDT allows performance data to be collected from Nokia and other vendor networks, tapping into billions of anonymized measurement reports sent by ordinary mobile phones.
Optimize RF coverage by identifying coverage gaps and interference, enabling CSPs to prioritize improvement spending.
lower cost than manual drive testing
CAPEX savings against legacy geolocation tools
faster network optimization
Case studies: how we helped our customers optimize their network efficiency
Hutchinson 3 Indonesia wanted to better understand how its increasingly complex network was performing and make improvements to create a better experience for its subscribers. With its AI-driven solution Nokia delivered the following benefits:
higher spectral efficiency
faster optimization through automation
Related products and services
AVA - Fixed Network Insights
Enhance broadband user experience and optimize fixed network operations with prescriptive analytics
AVA - Customer and Mobile Network Insights
Unleash limitless insights – with one solution for all your operations.
AVA - Customer experience analytics
Power your customer service management and improve your customer experience
AVA - Network Data Analytics Function
Create new revenue opportunities and monetize valuable use cases leveraging AI/ML and deep network insights from data analytics.
AVA - Traffica
Real-time network traffic analytics for monitoring and troubleshooting
AVA Data Suite
A suite of ready-to-use data products to accelerate AI use case development
Learn more about network analytics
Autonomous Operations - is it time for a new Network Operating System?
Unlocking revenue and efficiency with intent-driven autonomous operations
Optimizing energy efficiency with AI-powered energy management software
14 Dec 2022
Nokia analytics software selected by BT in five-year deal to improve operators’ fixed access customer experience
12 Sep 2022
Nokia announces strengthened software portfolio focus in security, automation, and monetization
11 May 2022
Nokia announces new SaaS services targeting network energy efficiency and home device management
21 Feb 2022
Nokia announces new Software-as-a-Service services in analytics, security, and monetization for CSPs and enterprises #MWC22
13 Dec 2021
Telenor Pakistan and Nokia partner for Pakistan first customer centric network operating model - Telenor Pakistan
10 Jun 2020
Pakistan Telecommunication Company Limited deploys Nokia software products to enhance customer experience and service
16 Jan 2019
Nokia's Service Operations Center powers Telefónica UK's drive towards customer-centric operations
5 Nov 2018
Nokia AVA helps Hutchison 3 increase network efficiency and improve the customer experience in Indonesia
Please complete the form below.
The form is loading, please wait...