Atriano
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SpectraMax

AI-driven RAN capacity & capex optimization — maximize existing network capacity, defer capital spend, elevate customer experience.

Overview

Wireless networks face a capacity-capex squeeze: rising data demand is colliding with tighter capital budgets and rising customer expectations. Low-band spectrum exhaust and weak cell-edge speeds are forcing costly capacity expansion and increasing churn risk.

SpectraMax is patented, AI-driven RF tuning combined with a digital-twin combinatorial engine that intelligently rebalances network load — reclaiming capacity from cells that already exist, before capital is spent on new ones. It's software-based, cloud-native, and requires no new hardware.

Outcomes in practice

The challenge, the solution, what it delivers, proven results, patented technology, and how to get started.

The Challenge

Wireless networks face a capacity-capex squeeze. Rising data demand is colliding with tighter capital budgets and rising customer expectations.

Expansion Capex Efficiency Capital is often spent adding capacity to cells that could instead be maximized in place — an avoidable expense. Low-Band Exhaust Infilling signal quality between existing sites with new nodes is costly, and frequently unnecessary. Cell-Edge Speed & Churn Risk Users with degraded 5th-percentile speeds struggle with basic applications, raising the risk of churn. The question isn't whether to invest — it's whether every dollar of capex is truly necessary.
Our Solution

SpectraMax isn't a traditional optimization tool. It's patented, AI-driven RF tuning combined with a digital-twin combinatorial engine that intelligently rebalances network load — reclaiming capacity from cells that already exist, before capital is spent on new ones.

Real-World Performance Focus Consistent speeds, not just peak speeds. Capex Efficiency Maximizes capex efficiency across every loaded cell. No New Hardware Software-based and cloud-native — no new hardware required.
What SpectraMax Delivers

Four ways SpectraMax changes the return profile on network capacity.

Additional Capacity Increases available capacity in heavily loaded sectors, reducing the risk of service degradation and interruptions. Enhanced Speeds Improves 5th-percentile speeds — especially in low-band exhausted cells — for a better customer experience. Reduced Churn Risk Lifts busy-hour downlink throughput in the network's worst-performing sectors, where churn risk is highest. Easy Deployment Software-based and cloud-compatible, with long-term value through multi-vendor and multi-technology support.
Proven Results — Tier 1 U.S. MNO

Capacity unlocked, before capex. 61 macro sites, automated deployment, conservative settings.

4.1% Cluster capacity increase (up to 28% in top sectors) ~1 TB/day Additional daily network capacity unlocked 20.5% Cell-edge throughput improved (3,816 → 4,597) 840% Modeled ROI The proof: software can create near-term capacity headroom before adding spectrum layers, radios or new sites. Customer experience remained stable throughout — no negative impact observed.
Three Patented Capabilities

Backed by an active patent portfolio spanning Markovian, kernel-based and cross-optimization technology.

Image Classification RF Tuning Computer-vision-based analysis of coverage and infill areas guides precise RF adjustments. Absolute Reselection Priorities Fine-grained, cell-pair-specific reselection logic replaces rigid, one-size-fits-all layer hierarchies. Digital Twin Combinatorial Algorithms Network-wide demand modeling calculates the optimal parameter combination for every cell pair. Safety-controlled autonomous optimization: live-network changes are continuously monitored, with automatic rollback if guardrails are exceeded.
From Pilot to Production

Three phases, typically 6 to 8 weeks. Start with a focused pilot in your highest-priority market — validate results before scaling network-wide.

01 · Consulting Align on requirements, define success metrics and finalize scope. 02 · Implementation Deploy SpectraMax, generate and execute AI-driven changes. 03 · Managed Services Ongoing optimization, monitoring and results reporting. Why Atriano + Aglocell: a proven systems integrator bridging network execution with AI and data platform delivery, backed by an active patent portfolio and 30–40% faster project timelines.

Reclaim capacity before adding capex

Start with a focused pilot in your highest-priority market — validate results before scaling network-wide.

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