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Maveric – AI-Native RAN Optimization

Optimize your mobile network with confidence.

Maveric is the open-source, AI-native digital twin platform that helps telecom operators simulate, test, and optimize their RAN before making live changes.

Why Maveric?
Networks are under pressure from 5G rollout, rising traffic, and complex topologies. Traditional, manual tuning just can’t keep up. Maveric changes the game by enabling:

Fewer dropped calls

with smarter handover tuning

Better coverage

through dynamic tilt and azimuth optimization

Balanced capacity

across towers during peak demand

Lower energy costs

by intelligently shutting down idle sectors

Safer experimentation

with privacy-first digital twin simulations

Key Capabilities

Mobility Robustness Optimization (MRO)

Reduce RLFs and ping-pong handovers by simulating and tuning parameters like hysteresis and TTT.

Coverage & Capacity Optimization (CCO)

Close coverage gaps and ease congestion by optimizing antenna tilt, azimuth, and transmit power.

Energy Savings

Cut power usage during off-peak hours with ML-driven control of cell activity and tilt.

Load Balancing

Distribute traffic dynamically using predictive, RL-based tilt adjustments to maintain high QoS.

Traffic Load Generation

Generate realistic UE traffic traces for simulation, planning, and ML model training.

How Trials Work
Get started with a six-week Guided Evaluation—low risk, high reward.

Baseline

Share your network data (topology + Rx power or mobility traces).

Simulate

Maveric runs optimizations in a digital twin.

Validate

Apply best candidates to a few live sites.

Measure

Receive baseline vs optimized reports and OpEx savings

Your Data, Fully Protected

Secure upload via SFTP or API

On-prem, cloud, or hybrid deployments

Real UE data never exposed—simulations run on encrypted or synthetic data

Built for You

Open-source

(see GitHub) - transparent, extensible

Modular

use one app or the full stack

Compatible

works with Open RAN and traditional networks

Scalable

from edge sites to national deployments

Announcement
Cloudly + LF Connectivity: Meet Maveric v1.0 - The AI-Ready Digital Twin for Smarter RANs
Maveric v1.0 is here. Developed in collaboration with the Linux Foundation Connectivity community, Maveric is now a full-fledged, AI-powered RAN Digital Twin ready to simulate, optimize, and transform mobile networks across coverage, capacity, mobility, and energy domains.
White Paper

Maveric – AI-Native Optimization for the Modern Network

Maveric is an AI-native and ML-driven platform that transforms network management by continuously learning from live data and automatically optimizing settings. It improves performance- reduces dropped calls, balances capacity, and cuts operational costs, all while enhancing user experience.