AI Analytics Agent for Telecom

Plavno develops AI Analytics Agent for Telecom solutions that combine automation, intelligence, and real-time insights. Our telecom analytics software and telecom data analytics tools help operators predict issues, improve service quality, and enhance operational efficiency across global networks

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70%

Faster Network Optimization

Predictive algorithms from telecom data intelligence solutions accelerate decision-making and boost service uptime

95%

Carriers Using AI Analytics

Most operators leverage telecom analytics platforms to optimize network usage

$1.3T

Global Telecom Market by 2030

Driven by AI analytics agent for telecom companies and next-gen automation

Plug-and-play Solutions

Transform your telecom ecosystem with intelligent analytics. Deliver actionable insights, automate reporting, and scale operations with Plavno’s AI Analytics Agent for Telecom technology

  • Real-time telecom analytics software for predictive performance optimization

  • Integration with OSS/BSS and CRM systems for unified data management

  • Cloud-ready deployment through SDK or API for instant scalability

<span>Transform your telecom ecosystem with intelligent analytics.</span> Deliver actionable insights, automate reporting, and scale operations with Plavno’s AI Analytics Agent for Telecom technology
01

Problem

  • Fragmented and outdated telecom data analytics systems

  • Limited real-time visibility and predictive maintenance

  • Manual reporting and alert correlation slow response time

  • Lack of unified telecom analytics platform for data-driven decisions

Problem
02

Challenge

  • Intelligent AI analytics agent for telecom companies consolidating fragmented data

  • Predictive ML-based analysis preventing outages before they occur

  • Elastic cloud architecture for multi-region data routing

  • Seamless integration with AI-Powered Telecom Software Development

Challenge

Transforming Сommunication

Solution

The AI Analytics Agent for Telecom connects every data point — from network activity to customer behavior — enabling faster decisions, automated responses, and proactive service management

Product Highlights

    • Real-time telecom analytics pipeline: Data → Processing → AI modeling → Predictive insights

    • Cross-platform integration: Works seamlessly with OSS/BSS, CRM, and network monitoring systems

    • Multi-source data management: Collects, cleans, and correlates telecom metrics in real time

    • Adaptive analytics engine: Learns from usage patterns to improve prediction accuracy

    • Automated anomaly detection: Flags performance issues before they affect operations

    • Cloud scalability: Auto-balances processing load across global telecom nodes and regions

User Flows

    • Real-time telecom analytics pipeline: Data → Processing → AI modeling → Predictive insights

    • Cross-platform integration: Works seamlessly with OSS/BSS, CRM, and network monitoring systems

    • Multi-source data management: Collects, cleans, and correlates telecom metrics in real time

    • Adaptive analytics engine: Learns from usage patterns to improve prediction accuracy

    • Automated anomaly detection: Flags performance issues before they affect operations

    • Cloud scalability: Auto-balances processing load across global telecom nodes and regions

Experience & Scale

    • Instant insights: Sub-second latency through AI-powered telecom analytics software

    • Predictive optimization: Resource allocation driven by machine learning forecasts

    • Seamless integration: Works across legacy and next-gen telecom infrastructures

    • Enterprise scalability: Supports thousands of concurrent analytics streams globally

    • Regulatory compliance: Fully aligned with ISO, GDPR, and SOC 2 standards

Architecture Overview

Deep Dive: System Architecture

    • Data Layer: Collects telemetry and logs from multiple telecom systems

    • Intelligence Layer: Machine learning models for telecom data analytics and prediction

    • Analytics Layer: Visualization dashboards with custom KPIs and automated alerts

    • Integration Layer: REST APIs and WebSockets for real-time synchronization

    • Reporting Layer: Smart audit logs with role-based insights

Deep Dive: System Architecture

Challenges

Hard Problems We Solved

Cross-System Data Integration

Cross-System Data Integration

Connected legacy and cloud systems into one telecom analytics platform

Predictive Maintenance

Predictive Maintenance

Forecasted outages with 92% accuracy using telecom data intelligence solutions

Latency & Reliability

Latency & Reliability

Real-time analytics with < 400ms data processing speed

Scalability

Scalability

Built for multi-tenant telecom networks managing millions of data points

Value

Quality & Fidelity 

Driving measurable ROI with AI Analytics Agent for Telecom

Predictive Performance

Predictive Performance

AI models deliver accurate fault prediction and prevention

Telecom Data Intelligence
AI Analytics Agent
Predictive Modeling
MVP
MVP
Scalable Infrastructure

Scalable Infrastructure

Cloud-based, fault-tolerant architecture for telecom data flows

Real-time Sync
Cross-Network
Zero Latency
MVP
MVP
Increased Efficiency

Increased Efficiency

Reduce manual operations with automated insights

Telecom Analytics Software
Context Retention
Machine Learning
MVP
MVP
Regulatory Compliance

Regulatory Compliance

Built on ISO and GDPR frameworks

Edge Nodes
Multi-region
Auto Scaling
MVP
MVP

Benchmarks

Scale & Reliability

Proven performance across global telecom networks

Scalability

Scalability

1000+ networks monitored simultaneously

EC2 ASG
Multi-AZ
Auto-scale
Predictive Accuracy

Predictive Accuracy

99.5% accuracy in anomaly detection

Egress Control
Rate Limits
QoS
Faster Response

Faster Response

40% quicker incident management using telecom analytics software

WebRTC/HLS
CDN Fanout
Sync Analytics
Uptime

Uptime

99.95% SLA guaranteed for AI telecom analytics deployments

Multi-AZ
Circuit Breakers
Auto-recover
≤ 400 ms

Data refresh 

10+

TB processed daily

99.9%

Reliability

Data Protection

Security & Compliance

Enterprise-grade security integrated into every telecom data intelligence solution

End-to-end

End-to-end

TLS encryption for all analytics data

Access control

Access control

Via JWT and RBAC

SOC 2 and ISO 27001

SOC 2 and ISO 27001

certified data handling

Innovative Experience

Industries & Use Cases

AI analytics for telecom operations — built for carriers, ISPs, and IoT providers

Telecom Operators

Telecom Operators

Optimize performance with telecom analytics platform insights

High adoption rate
5G Providers

5G Providers

Predict congestion and automate routing

Very high adoption rate
IoT Networks

IoT Networks

Manage massive telemetry with intelligent data clustering

Very high adoption rate
Enterprise Systems

Enterprise Systems

Integrate telecom analytics software into private network solutions

Very high adoption rate
Technology Integrators

Technology Integrators

Build custom telecom data analytics pipelines using Plavno’s SDKs

High adoption rate

Delivery Crew

Project Team

High-performing developers for growing companies

Renata Sarvary

Renata Sarvary

Sales Manager

Ready to Transform Telecom Operations with AI?

Partner with Plavno to deploy intelligent analytics that redefine telecom performance.

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Competitive Ability

Key Performance Flow

End-to-end data intelligence pipeline: collect, analyze, predict, and act — all in real time with sub-second latency and global network visibility

01

Collect & Stream Data

Telecom operators connect multiple sources — OSS/BSS, IoT devices, and customer systems — into the unified telecom analytics platform

02

Data Processing & Normalization

The system cleans, enriches, and structures inputs for AI-ready telecom data analytics workflows.

03

AI Modeling & Prediction

The AI Analytics Agent for Telecom applies machine learning models to detect anomalies, predict failures, and optimize resource usage

04

Automated Action & Reporting

Triggered insights enable instant issue resolution and real-time dashboards for unified telecom data intelligence visibility

Automation & Integration

Automation & Integration

    • Seamless integration with OSS/BSS and CRM systems via REST API and SDK

    • Automated data pipeline for cross-region monitoring and unified compliance reporting

    • Scheduler for periodic model retraining and analytics updates

Throughput & Scale

Throughput & Scale

    • Real-time analytics across 1000+ concurrent network events

    • Multi-region processing of petabyte-scale telecom analytics software data

    • Edge computing for low-latency performance and data sovereignty compliance

AI Intelligence & Quality Stack

AI Intelligence & Quality Stack

    • AI Analytics Agent for Telecom integrates predictive, diagnostic, and prescriptive analytics

    • Deep learning models trained on telecom-specific datasets for anomaly and churn prediction

    • Adaptive analytics that continuously evolve with network behavior and traffic patterns

Results

Real results achieved with AI Analytics Agent for Telecom

45% Faster Detection

45% Faster Detection

AI-driven fault prediction reduced downtime

30% Cost Reduction

30% Cost Reduction

Automated analytics reduced OPEX significantly

Global Visibility

Global Visibility

Unified monitoring for multi-country telecom systems

Data Transparency

Data Transparency

Full traceability through telecom data intelligence solutions

25% Higher Customer Retention

25% Higher Customer Retention

By leveraging AI analytics, operators proactively resolved service issues, improving customer experience and loyalty

Tools We Used

Technology stack

Backend

Backend

Node.js
Python
FastAPI
PostgreSQL
Redis
Analytics

Analytics

TensorFlow
PyTorch
Grafana
Prometheus
Infrastructure

Infrastructure

AWS Lambda
Kubernetes
WebSocket
WebRTC
Security

Security

Cloudflare WAF
JWT
RBAC
Encryption Layer
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Frequently Asked Questions

Quick Answers

Find answers to your common concerns

Can this integrate with existing telecom systems?

Yes — it integrates seamlessly with OSS/BSS, NMS, and CRM tools

What’s the average latency for analytics updates?

Less than 400ms in live environments using Plavno’s telecom analytics software

Is it secure for telecom-grade operations?

Fully compliant with ISO, GDPR, and SOC 2 standards

Can we deploy custom dashboards?

Absolutely — our telecom analytics platform supports configurable KPIs

What’s the average deployment timeline?

12–14 weeks for MVP and analytics automation rollout

About Plavno

Why choose Plavno?

Proven by our
customers feedback

clutch.co
AI-first Delivery

AI-first Delivery

Senior engineers + proven AI components to accelerate time-to-value.

800+ Projects Delivered

800+ Projects Delivered

From MVPs to enterprise platforms at global scale.

Full-stack Team

Full-stack Team

From extension UX to GPU pipelines and global scale.

Testimonials

We are trusted by our customers

“They really understand what we need. They’re very professional.”

The 3D configurator has received positive feedback from customers. Moreover, it has generated 30% more business and increased leads significantly, giving the client confidence for the future. Overall, Plavno has led the project seamlessly. Customers can expect a responsible, well-organized partner.
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Sergio Artimenia

Commercial Director, RNDpoint

Sergio Artimenia

“We appreciated the impactful contributions of Plavno.”

Plavno's efforts in addressing challenges and implementing effective solutions have played a crucial role in the success of T-Rize. The outcomes achieved have exceeded expectations, revolutionizing the investment sector and ensuring universal access to financial opportunities
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Thien Duy Tran

Product Manager, T-Rize Group

Thien Duy Tran

“We are very satisfied with their excellent work”

Through the partnership with Plavno, we built a system used by more than 40 million connected channels. Throughout the engagement, the team was communicative and quick in responding to our concerns. Overall, we were highly satisfied with the results of collaboration.
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Michael Bychenok

CEO, MediaCube

Michael Bychenok

“They have a clear understanding of what the end user needs.”

Plavno's codes and designs are user-friendly, and they complete all deliverables within the deadline. They are easy to work with and easily adapt to existing workflows, and the client values their professionalism and expertise. Overall, the team has delivered everything that was promised.
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Helen Lonskaya

Head of Growth, Codabrasoft LLC

Helen Lonskaya

“The app was delivered on time without any serious issues.”

The MVP app developed by Plavno is excellent and has all the functionality required. Plavno has delivered on time and ensured a successful execution via regular updates and fast problem-solving. The client is so satisfied with Plavno's work that they'll work with them on developing the full app.
Read more on Clutch

Mitya Smusin

Founder, 24hour.dev

Mitya Smusin

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