Industry Use Cases
Demonstrating real-world business value and technical coverage
Cross-Vendor RAN Orchestration
Operators managing heterogeneous RAN gear struggle with inconsistent interfaces, configuration logic, and auditing workflows. ObjectNode abstracts the vendor-specific layers, unifying automation while preserving vendor independence.
- Unified automation across multiple vendors
- Consistent configuration management
- Standardized auditing workflows
- Reduced operational complexity
- Elimination of vendor lock-in
- Faster deployment cycles
Technical Implementation:
ObjectNode provides vendor-agnostic abstraction layers that translate common orchestration commands into vendor-specific configurations, enabling seamless multi-vendor management through a single interface.
Automated Frequency and PCI Planning
With its intelligent automation pipeline and integration with frequency data models, ObjectNode generates optimal frequency reuse patterns, detects conflicts, and automates PCI assignments across large geographic footprints.
- Automated frequency optimisation
- Conflict detection and resolution
- Intelligent PCI assignment
- Geographic coverage optimisation
- Reduced planning time by 80%
- Improved network performance
Technical Implementation:
Advanced algorithms analyse geographic data, traffic patterns, and interference models to automatically generate optimal frequency plans and PCI assignments, ensuring maximum network efficiency.
AI-Driven Cell Optimization
Predictive algorithms trained on traffic behavior forecast congestion and cell load variations. ObjectNode dynamically adjusts cell parameters, reshapes coverage, and improves user throughput.
- Predictive traffic forecasting
- Dynamic parameter adjustment
- Automatic coverage optimisation
- Improved user experience
- 30% improvement in network performance
- Proactive congestion management
Technical Implementation:
Machine learning models continuously analyse network performance data to predict traffic patterns and automatically adjust cell parameters, antenna tilts, and power levels for optimal coverage and capacity.
Closed-Loop Fault Recovery
When network elements report degraded states, ObjectNode automatically initiates rollback, alarm suppression, or reconfiguration through predefined rApps and intent chains.
- Automatic fault detection
- Self-healing capabilities
- Reduced downtime
- Proactive issue resolution
- Faster recovery times
- Reduced manual intervention
Technical Implementation:
Real-time monitoring combined with intelligent rApps that automatically detect network issues and execute predefined recovery procedures, including parameter rollbacks and service restoration.
Regulatory Compliance Automation
Operators can encode regulatory requirements into reusable policy templates. Object Node ensures every provisioning event complies with geography-specific telecom policies.
- Automated compliance checking
- Policy template management
- Geographic policy enforcement
- Audit trail maintenance
- Reduced compliance risk
- Streamlined regulatory reporting
Technical Implementation:
Machine learning models continuously analyse network performance data to predict traffic patterns and automatically adjust cell parameters, antenna tilts, and power levels for optimal coverage and capacity.
See how Object Node can address your specific use cases and challenges.
Real-World Impact
ObjectNode delivers measurable business outcomes that operators can trust. From faster planning to improved resilience, our platform translates automation into tangible performance and compliance gains
80%
Reduction in Planning Time
100%
Compliance Assurance
65%
Performance Improvement
90%
Faster Recovery