Apache Spark / Databricks engineering for Telecommunications
Production Apache Spark / Databricks built for the compliance reality of Telecommunications. Not generic engineering adapted to your sector — sector-native architecture from the first design decision.
Telecommunications Apache Spark / Databricks deployments must satisfy NIS2 requirements for essential entities in the EU, GDPR and CCPA for customer data, and CALEA lawful intercept requirements for network management systems. Apache Spark / Databricks systems used in BSS/OSS modernization must accommodate 5G network architectures that were not designed for the real-time charging and network slicing that modern telecom services require.
The compliance obligations for telecom Apache Spark / Databricks systems differ significantly from enterprise Apache Spark / Databricks deployments. CALEA requires that network management systems support lawful intercept without compromising the architecture for normal operations. NIS2 incident reporting timelines — 24 hours for initial warning, 72 hours for notification — require Apache Spark / Databricks incident detection and reporting systems that operate on regulatory timelines. We design telecom Apache Spark / Databricks systems where these obligations are architectural constraints, not post-build audit findings.
Telecommunications engineering operates under a specific set of regulatory frameworks that govern data handling, security controls, audit requirements, and system availability. Every Apache Spark / Databricks architecture decision we make in this sector is evaluated against these frameworks — not added as a compliance layer afterward.
NIS2 incident classification and reporting infrastructure — 24-hour and 72-hour notification timelines built into the system
GDPR/CCPA consumer data handling built into Apache Spark / Databricks BSS/OSS architectures
CALEA-compliant network management system architecture where applicable
5G-ready charging and network slicing architecture for BSS modernization deployments
Our Telecommunications case studies include Apache Spark / Databricks technology deployed in production — compliant from architecture, delivered on fixed-price timelines. Not proof-of-concept work. Production systems serving regulated organizations.
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We deploy engineering teams that build Apache Spark / Databricks systems compliant with GDPR, NIS2, CCPA from the first architecture decision. Fixed price. No discovery phase. Production delivery.
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