MLNetworks for Mobile Network Operators
Keep sites in service. Plan the upgrade.
Site incidents, power, field work and upgrade planning on one platform, so an outage has a cause and the next capex round has its data.

Thousands of sites.One incident list.
01
Explain service incidents
Related alarms become one incident, read next to the site power and assets.
02
Run field work to completion
Dispatch the visit the incident calls for and get the job sheet and photos back on the same record.
03
Plan capacity and investment
Compare upgrade options on the same site and capacity data, with the assumptions behind each one listed.
From alarm to restored service
One incident, from alarm to closure.
From the first alarm at a site to the proof of visit, on one record.
01
Related alarms become one incident
Alarms from the same event at a site are grouped. Repeats are counted, not queued again.
- Mains failureAC gridRaised 7 times02:14
- Generator failed to startGenerator02:15
- Low battery voltageBattery03:02
INC-2041
Site power issue
Ridgeview RDG-0417
HighInvestigatingCorrelated alarms
3 related alarms, grouped into one incident
02
The work is assigned and scheduled
The work order carries the incident and the site data, so the field engineer does not start from a blank ticket.
All Work Orders
Search by ID, title, siteIDTitleStatusPriorityAssigneeDue DateWO-7718Inspect generator start circuitAssignedHighWO-7719Check battery terminalsAcceptedMediumWO-7720Walk the tower baseCreatedLowShowing 3 work orders at Ridgeview RDG-0417
Next steps
AcceptedReassign03
Closed on proof of visit
The job form and photos are reviewed before the ticket is closed.
Work & EvidenceWO-7718WO-7718
Inspect generator start circuit
Ridgeview RDG-0417
HighSubmittedSubmitted form
5 of 5 required- Approved
Start circuit inspected
Yes
- Approved
Fault found
Start relay contact worn
- Approved
Action taken
Relay replaced
- Awaiting review
Start test result
Started on first attempt
Attachments (4)
- Start-relay-before.jpg
- Start-relay-after.jpg
- Generator-running.jpg
- Start-test.pdf
Review actions
Pending review - level 1Review comments (required)
Relay replaced and start test recorded on site. Photographs match the checklist.
RejectApprove
Feed repeat faults into the capex plan
Repeat incidents, asset condition and site constraints sit beside each option, and the approved decision keeps that data through delivery.
Investment PlanningCarried into delivery
Replace aging equipment
Ridgeview RDG-0417
Decision
Power resilience
Reason
Service at risk from repeated grid loss
Assumptions
3 listed with the plan
Asset record
Linked to the equipment concerned
Accounting stays with your ERP.
Customer story
A mobile network operator in New Zealand
How a mobile operator put its 5G investment where customers feel it
A mobile operator combined customer data with network data to rank 1,200 sites for new builds and 5G. The AI model behind the ranking is 90% accurate, and the plan takes 60% less time to produce.
Read the story- 90%
- Accuracy of the AI model behind the investment ranking
- 1,200
- Sites ranked for deployment
- 60%
- Less time to produce the plan
Where operators usually start
Each one works on the same sites and assets.
- Network Monitoring & Incident ResponseRelated alarms become one incident, with a probable cause.
- Energy ManagementGrid, DG, battery and fuel for each site, against what it should be using.
- Workforce & SchedulingDispatch the job and get proof of visit back.
- Assets & InventoryOne asset register: what is on site and what state it is in.
- Network Performance & CapacityTower loading and headroom, per site.
- Investment PlanningCompare options and see why one is recommended.
Works from the systems your network already runs on
Integration scope is defined for each deployment, and each source is validated with your team before it is named as supported.
- Alarm and fault systems
- Site controllers and telemetry
- Site and asset records
- Work orders and tickets
FAQ
Questions we get asked
Does MLNetworks replace our OSS or ticketing systems?
No. It reads from the systems you already run and shows their alarms, site records and work orders on one record.
Does it cover radio and traffic performance?
The views shown on this site cover site incidents, energy, assets, field work and site capacity. Radio and traffic performance data depends on what is connected in your deployment, so we scope it with you.
Does the platform act on the network by itself?
No. It prepares the finding and proposes the action. A person approves or rejects it, and the reason is recorded.
Where do we start?
Most deployments start with one workflow, such as site power incidents, and widen from there. Scope and timing are agreed for each deployment.
Mobile Network Operators
Which incident or upgrade do you want to look at first?
Bring a real case. An MLNetworks expert will walk through it with you.
Talk to an Expert