Strategic RAN & vRAN 4G/5G Planning Assistant

An AI/ML-driven strategic planning platform that replaces manual, Excel-based RAN planning with predictive, data-driven decision intelligence.

Core Capabilities:

• Predictive site selection for multi-year rollouts

• CAPEX/OPEX feasibility validation

• Utility scoring for existing sites

• Hotspot-driven expansion planning

• Executive-level investment clarity

Impact:

• Planning cycles reduced from weeks to minutes.

• Investment risks minimized.

• Strategic growth aligned with traffic and business data.