============================================================ TITLE: Data Assurance for Telecom Operators | Polystar Solutions TYPE: article VERSION: 2 VERSION_ID: ff3d1168-096f-47a5-8723-cfb8140f6276 GENERATED_AT: 2026-07-13T02:17:52.901Z SUMMARY: Improve your telecom operations with a Data Assurance Solution that gives you a single, trusted source of truth for network and OSS data in real time. AUTHOR: Rainer Deutschmann DATE PUBLISHED: October 20, 2025 READING TIME: 10 min WORD COUNT: 1991 KEYWORDS: Data Assurance for Telecom Operators, Polystar Solutions, Data Assurance SOURCE URL: https://www.elisaindustriq.com/polystar/solutions/data-assurance ============================================================ KEY TAKEAWAYS: * Your Single Source of Truth for Telecom Data * Break Data Silos with Scalable, Real-Time Pipelines * Polystar Data Assurance by Numbers * What our Customers Say * One Platform to Move and Leverage All Your Data # Data Assurance Our solutions give you the accurate, secure and adaptable data flows you need to fuel AI transformation, advanced analytics and to unlock deep operational intelligence. Book a Demo ## Your Single Source of Truth for Telecom Data Polystar’s Data Assurance Solution gives you a single, trusted source of truth for your network and OSS data - delivered in real time, unified across domains, and continuously monitored for quality. Built on our DataOps platform and optimized for telecoms networks, it integrates, cleans, transforms and enriches multi vendor data. The enriched data is available for AI/ML processing, analytics, and automation with end to end monitoring. Contact Polystar ## Break Data Silos with Scalable, Real-Time Pipelines Covering everything from the RAN to the core, across OSS and BSS domains, our Data Assurance solution enables you to connect data silos, providing access to all data as analytics-ready pipelines, under strict governance and control. The pipelines automatically adjust and adapt to new KPIs, according to your needs. With 150+ pre built connectors, native support for telecom protocols (3GPP, SNMP, Kafka, REST, JDBC) and cloud native scaling across on prem, cloud, or hybrid environments, you can ingest, transform, and enrich your data at telco scale - 1M+ events per second and 90B+ per day. Request Your Polystar Demo ## Polystar Data Assurance by Numbers 90bn Events per Day True scale to meet your growing operational needs. 150+ Connectors & Drivers off the Shelf Comprehensive support for network and system interfaces. 1,000s of Data Transformation Capabilities Unrivalled flexibility and versatility for all your data. #### Events per Day #### Connectors & Drivers off the Shelf #### of Data Transformation Capabilities Talk to a Data Analytics Expert ## What our Customers Say Rainer Deutschmann Group Chief Operating Officer at Telia Company "Data, analytics, and artificial intelligence are central to our digital transformation. As we digitize and automate our operations, we extend our partnership with Polystar to run our IT and networks even more efficiently. We leverage real-time and vast amounts of data from all relevant sources to improve detection, resolution, and prevention of incidents, ultimately to further improve service quality for our customers." ## One Platform to Move and Leverage All Your Data Workflows No code, visual pipelines deliver complex cleansing, parsing, enrichment and AI assisted unification - joining streaming data, applying dictionaries, and adapting to schema changes (e.g., new KPIs after network upgrades). Off the shelf functions and parsers handle structured and unstructured inputs (PM logs, XML, JSON, CSV, XLS/XLSX).  Scalability Use over 150 connectors and drivers to integrate multi domain, multi vendor data sources (Huawei, Nokia, Ericsson) and deliver to preferred tools and destinations - ClickHouse, Elastic, Kafka, S3/GCS, and more. Universal connectors ensure you can add new sources rapidly and feed any analytics stack without custom code.  Security Data Assurance offers field‑level encryption, masking and anonymization to protect personal identifiers and enforce privacy policies across the pipeline. Role‑based access and governed exposure layers make secure sharing easy for OSS/BSS, probes, CRM and downstream teams.  DataOps Ingestion of your data independent of source (API, streaming, file based, data lake etc.) with continuous transformation. DataOps enriches data on the fly, with central monitoring of data flows, lineage and health. Pattern based quality checks and anomaly detection trigger alerts and automated handling to keep downstream insights trustworthy. Governance Gain end to end visibility with pipeline simulation, lineage tracking and health dashboards. Catalog and expose enriched datasets for third party applications via APIs/JDBC, enabling customer centric insights and cross domain correlation while maintaining clear data ownership and audit trails. Cloud Native Deploy anywhere: on prem, cloud, or hybrid. Built on Kubernetes for elastic scalability, our solution scales with your traffic, consolidates systems, and supports virtualization and pub sub patterns to modernize legacy estates without disruption. ### Scalability ### Governance ### Cloud Native Get in Touch with Polystar ## Why Choose Polystar for Data Assurance? * Telco grade scale & reliability: Designed for high volume, high variety telecom data with real time ingestion and built in resilience. * Faster time to value: Pre built telco integrations and AI assisted transformations reduce delivery time - from ingestion to analytics ready outputs. * Quality you can trust: Active quality monitoring, anomaly detection, and configurable handling prevent bad data from reaching NOC and analytics. * Open by design: Feed your existing dashboards, reports and advanced analytics tools. Choose the cloud storages that match your business logic. You’ll benefit from a secure and extensible data foundation that powers AI/ML, automation, and customer centric insights, aligned with your governance controls - so operations run smarter, incidents are detected and resolved faster, and new services can be introduced with confidence I Want a Data Assurance Demo ## Get Straight to the Heart of the Problem Asparuh Rashid Head of Data Platform and Visualization “The insights we deliver provide immediate focus for action. They guide users directly to the problems detected, enabling proactive, accelerated resolution. We help you filter out the noise and discover what’s really going on, so you can take action.” ## Data Assurance Use Cases for Telecom Operators Data Democratization Data Readiness for AI Data Processing Modernization Telecom operators generate massive volumes of data every second - from RAN performance metrics to OSS/BSS logs. Yet, much of this data remains locked in silos, fragmented across legacy systems, and underutilized. Data democratization changes that by making data accessible, actionable, and valuable across your organization. More about Data Democratization AI and machine learning promise transformative benefits for telecom operators - from predictive maintenance to automated network optimization. But without data readiness, these initiatives stall. Fragmented data, inconsistent formats, and legacy systems create barriers to AI success. More about Data Readiness for AI Legacy ETL stacks and fragmented data pipelines slow down innovation. Modern operators need a cloud native, telco optimized data infrastructure that ingests, transforms, and exposes high quality data—at scale and in real time.  More about Data Processing Modernization ## Frequently Asked Questions - Data Assurance ### Telecom Data * AI projects and transformation initiatives need a ready supply of data, from as many relevant sources as possible. If your data is scattered and stored in different silos, it may not be accessible. By ingesting data from the widest range of sources, parsing and cleaning it, we make it accessible to your AI tools – allowing you to maximize your returns from your innovation projects. * Data movement is essentially the practice of transferring data between different systems, platforms and tools. To ensure that each has access to the right, relevant data, you need to be able to normalize data from all sources, so that it can be delivered to data consuming applications. * Data Swamps are data lakes containing uncontrolled amount of datasets. They are often supplied with data over years making them extremely expensive to run and difficult to use. ## Industry Insights on Telco Data Assurance Knowledge Center White paper Polystar,  Telecommunications,  Network Automation,  Telco Analytics Data-Driven Transformation in Telco Operators | White Paper | Polystar The Telecom Industry is facing a deep transformation. Read about the CSP status, as well as the drivers for transformation. Download here Download white paper Data-Driven Transformation in Telco Operators | White Paper | Polystar Webinar On-demand AI/ML Telecoms in the Fast Lane | Webinar On-Demand | Polystar Join our webinar: STL Partners analysts alongside Thomas Nilsson, CPO at Polystar, will have an interactive discussion about the future of AI in telecoms. Go to webinar Telecoms in the Fast Lane | Webinar On-Demand | Polystar Blog 20 October 2025 Telco Analytics,  Network Assurance Asparuh Rashid Turning PM and Probe Data into Value By integrating Probe data and Performance Management data, your teams can turn data into business value – from day one. Read the article and learn more Read more Turning PM and Probe Data into Value White paper * Telecommunications, * Network Automation, * Telco Analytics ### Data-Driven Transformation in Telco Operators | White Paper | Polystar The Telecom Industry is facing a deep transformation. Read about the CSP status, as well as the drivers for transformation. Download here Download white paper ### Telecoms in the Fast Lane | Webinar On-Demand | Polystar Join our webinar: STL Partners analysts alongside Thomas Nilsson, CPO at Polystar, will have an interactive discussion about the future of AI in telecoms. Go to webinar * Telco Analytics, * Network Assurance ### Turning PM and Probe Data into Value By integrating Probe data and Performance Management data, your teams can turn data into business value – from day one. Read the article and learn more Read more Turning PM and Probe Data into Value Our Knowledge Center ## Do you want to know more about Data Assurance for Telcos? Contact Polystar for a personal demo. Get in Touch ------------------------------------------------------------ FREQUENTLY ASKED QUESTIONS: Q: Why Choose Polystar for Data Assurance? A: Telco grade scale & reliability: Designed for high volume, high variety telecom data with real time ingestion and built in resilience. Faster time to value: Pre built telco integrations and AI assisted transformations reduce delivery time - from ingestion to analytics ready outputs. Quality you can trust: Active quality monitoring, anomaly detection, and configurable handling prevent bad data from reaching NOC and analytics. Open by design: Feed your existing dashboards, reports and advanced analytics tools. Choose the cloud storages that match your business logic. Outcome You’ll benefit from a secure and extensible data foundation that powers AI/ML, automation, and customer centric insights, aligned with your governance controls - so operations run smarter, incidents are detected and resolved faster, and new services can be introduced with confidence I Want a Data Assurance Demo Telco grade scale & reliability: Designed for high volume, high variety telecom data with real time ingestion and built in resilience. I Want a Data Assurance Demo Telco grade scale & reliability: Designed for high volume, high variety telecom data with real time ingestion and built in resilience. Faster time to value: Pre built telco integrations and AI assisted transformations reduce delivery time - from ingestion to analytics ready outputs. Quality you can trust: Active quality monitoring, anomaly detection, and configurable handling prevent bad data from reaching NOC and analytics. Open by design: Feed your existing dashboards, reports and advanced analytics tools. Choose the cloud storages that match your business logic. Q: Why do I need to clean my data for AI? A: AI projects and transformation initiatives need a ready supply of data, from as many relevant sources as possible. If your data is scattered and stored in different silos, it may not be accessible. By ingesting data from the widest range of sources, parsing and cleaning it, we make it accessible to your AI tools – allowing you to maximize your returns from your innovation projects. AI projects and transformation initiatives need a ready supply of data, from as many relevant sources as possible. If your data is scattered and stored in different silos, it may not be accessible. By ingesting data from the widest range of sources, parsing and cleaning it, we make it accessible to your AI tools – allowing you to maximize your returns from your innovation projects. Q: What is Data Movement? A: Data movement is essentially the practice of transferring data between different systems, platforms and tools. To ensure that each has access to the right, relevant data, you need to be able to normalize data from all sources, so that it can be delivered to data consuming applications. Data movement is essentially the practice of transferring data between different systems, platforms and tools. To ensure that each has access to the right, relevant data, you need to be able to normalize data from all sources, so that it can be delivered to data consuming applications. Q: What is a “Data Swamp”? A: Data Swamps are data lakes containing uncontrolled amount of datasets. They are often supplied with data over years making them extremely expensive to run and difficult to use. Data Swamps are data lakes containing uncontrolled amount of datasets. They are often supplied with data over years making them extremely expensive to run and difficult to use. Industry Insights on Telco Data Assurance Knowledge Center Q: Do you want to know more about Data Assurance for Telcos? A: Contact Polystar for a personal demo. ------------------------------------------------------------ ABOUT THIS CONTENT ------------------------------------------------------------ Source: https://www.elisaindustriq.com/polystar/solutions/data-assurance Author: Rainer Deutschmann Published: October 20, 2025 This content is provided for informational purposes. Please visit the original source for the most up-to-date information.