Full-Stack AI RAN Services & Solutions
Operational Intelligence for Live and Future Networks
AI-RAN is no longer experimental. It is becoming a core operating layer inside modern radio access networks — influencing performance, cost, energy efficiency, and long-term investment decisions.
EMC delivers AI-RAN services that are transparent, vendor-neutral, and grounded in operational reality. We help operators, TowerCos, and ecosystem partners apply AI safely and effectively across live networks, while preparing for AI-native 6G architectures.
How EMC Approaches AI-RAN
Our approach follows a clear principle:
AI accelerates insight and automation.Deterministic digital twins preserve control, auditability, and accountability.
AI enhances the RAN lifecycle; it does not replace engineering judgement or governance.
AI-RAN Service Portfolio
Planning & Optimisation
We apply AI to support RF and capacity decisions across live and evolving networks, improving utilisation, performance, and cost efficiency.
Scope includes
- Traffic and load pattern analysis
- Capacity bottleneck detection
- Optimisation scenario evaluation
- Energy-aware performance trade-offs
Outcome: Better network performance with lower incremental capex and opex.
Network Automation
EMC helps to design, integrate, and operationalise rApps and xApps within O-RAN and hybrid RAN environments.
Scope includes
- Use-case definition and prioritisation
- rApp / xApp integration and validation
- Policy and control-loop governance
- Safe automation frameworks
Outcome: Controlled automation that improves efficiency without destabilising the network.
Network Digital Twins
We build and operate RAN digital twins that combine topology, traffic, energy, and operational constraints into a single simulation environment.
Scope includes
- Live and scenario-based RAN twins
- Multi-vendor representation
- Energy and cost overlays
- What-if and stress-testing
Outcome: A neutral decision layer for operations, optimisation, and investment governance.
Network Economics
We connect AI-RAN insights directly to business outcomes.
Scope includes
- Capex and opex optimisation analysis
- Energy cost and resilience modelling
- ROI and payback assessment
- Investment timing and sequencing
Outcome: Networks optimised not just technically, but economically.
Multivendor Integration
EMC supports operators deploying multi-vendor environments, ensuring interoperability and operational stability.
Scope includes
- Vendor interoperability validation
- Integration and performance benchmarking
- AI-assisted vendor comparison
- Risk and readiness assessment
Outcome: Reduced vendor lock-in with controlled operational risk.
Managed Services
We provide ongoing AI-RAN operational support as a managed service.
Scope includes
- Continuous performance monitoring
- AI-assisted optimisation cycles
- Automation oversight and tuning
- Reporting to engineering and executives
Outcome: Sustained AI-RAN value without overloading internal teams.
AI & 6G Readiness Assessment
6G will be AI-native by design. EMC helps organisations assess readiness today.
Scope includes
- AI-native RAN capability assessment
- Architecture and skills gap analysis
- Data, compute, and control readiness
- Roadmaps aligned to standards evolution
Outcome: Clear, defensible preparation for AI-native networks.
RAN Innovation, R&D
We support advanced R&D initiatives focused on future RAN architectures.
Scope includes
- 5G Advanced and 6G concept development
- AI-native RAN experimentation
- Digital twin-based research environments
- Collaboration with vendors, academia, and regulators
Outcome: Structured innovation with practical relevance and industry alignment.
EMC delivers AI-RAN services that improve network performance, economics, and readiness; while preserving transparency, control, and operational safety.
