The Problems We Solve

Mobile networks are complex. We make them simpler to manage.

Below are some of the most common challenges operators face, and how we solve them.

Eliminate Drive Tests
Problem

Field testing costs time and money.

How We Solve It

We use cell traces geolocation to replicate drive tests virtually. No trucks needed.

Addressing Customer Complaints
Problem

Users complain about network performance.

How We Solve It

We analyse their protocol messages to identify and fix the problem.

Unify Data Across All Vendors
Problem

Network data is fragmented across vendor-specific tools and formats.

How We Solve It

Kenmei’s Data Fabric decodes, correlates, and enriches data from every RAN vendor and RAT. Once integrated, it powers every layer of intelligence.

Pinpoint Uplink Interference
Problem

Interference is hard to locate, harder to fix.

How We Solve It

Our agents detect, classify, and geolocate RF interference issues , so your teams fix the root cause, not the symptoms.

Go From Anomaly to Action Automatically
Problem

Engineers waste hours diagnosing known issues.

How We Solve It

Kenmei agents perform root cause analysis and suggest actions.

Optimize Highways and Railways Performance
Problem

Coverage and QoS fluctuate in motion environments.

How We Solve It

We monitor roads and railways with precise clustering and root cause detection to ensure stable performance.

Cut Energy Waste Without Sacrificing QoS
Problem

Energy efficiency is hard to balance with performance.

How We Solve It

Our AI agents analyze traffic patterns and recommend energy-saving features with full KPI validation.

Identify Poor Performing Zones in Real Time
Problem

Bad coverage areas often go undetected.

How We Solve It

We correlate multiple KPIs across space and time to find underperforming areas, even without alarms.

Validate QoS After New Site Deployment
Problem

New sites don’t always perform as expected.

How We Solve It

Our virtual site verification compares real vs. expected parameters, without manual intervention.

More Problems We Solve

Troubleshoot Signaling Failures
Problem

Signaling issues cause silent failures that impact user experience.

How We Solve It

We analyze call flows, setup, release, and handover messages to spot failures and root causes quickly.

Fix Parameter Inconsistencies
Problem

Inconsistent network parameters degrade performance without alerts.

How We Solve It

We detect unexpected parameter configurations automatically and compare actual vs. expected baselines.

Streamline Site Hunting and Consolidation
Problem

Planning new sites or decommissioning old ones is complex and risky.

How We Solve It

We identify high-traffic zones, national roaming needs, and optimize site decisions with multi-source data.

Correlate Congestion with Root Cause
Problem

Congestion sources are often unclear, delaying resolution.

How We Solve It

We correlate crowd-sourced data with network KPIs to geolocate and understand congestion causes.

Detect Interference Patterns Over Time
Problem

Some RF issues repeat in patterns but remain hidden.

How We Solve It

We analyze interference over time to identify recurring patterns and optimize long-term fixes.

Map Coverage Dominance Across Operators
Problem

Poor visibility into competitive coverage undermines planning.

How We Solve It

We map coverage dominance to help decide where to maintain, switch-off, or expand.

Ready to Solve Your Toughest Network Challenges?

From anomaly detection to interference mitigation, our AI-powered agents are ready to support your team.