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. 
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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.

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Break Data Silos with Polystar's Data Assurance

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.

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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.

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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 in Polystar's Data Assurance Solution

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). 

Data Engineers discussing around a table in the office

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. 

Polystar's Data Assurance offers field‑level encryption

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 enriches data on the fly

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.

Data Engineers working with Data Governance

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.

Deploy Polystar's Data Assurance anywhere: on prem, cloud, or hybrid

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. 

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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.

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

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Data Assurance Use Cases for Telecom Operators

Data Democratization
Data Readiness for AI
Data Processing Modernization

Data Democratization

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
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Data Readiness for AI

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
Data Readiness for AI in Telecommunications - get support from Polystar

Data Processing Modernization

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
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Polystar's Use Case Gallery

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

Our Knowledge Center

Do you want to know more about Data Assurance for Telcos?

Contact Polystar for a personal demo.

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