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MLNetworks

Integrations

The systems MLNetworks works with

MLNetworks connects to the systems behind your sites: the network, the power equipment, the asset and lease records, and the tools your teams already use. It reads what it needs and sends its findings back where the work is done.

Network equipment and OSS

  • Huawei
  • Nokia
  • Ericsson
  • ZTE

Site power, rectifiers and telemetry

  • Huawei
  • Delta
  • Eltek
  • Vertiv
  • ZTE
  • Deep Sea Electronics
  • Enatel
  • ComAp
  • Eaton
  • Schneider Electric

Customer experience data

  • Ookla
  • Opensignal
  • Netradar

Site, asset, GIS and tenant records

  • IBM Maximo
  • ArcGIS
  • Mapbox
  • Salesforce

Field work and ITSM

  • ServiceNow
  • Microsoft Dynamics 365
  • IFS

ERP

  • SAP
  • Oracle
  • Microsoft Dynamics 365
  • IFS
  • Odoo
  • Infor

Data platforms

  • Snowflake
  • Databricks
  • Cloudera
  • ClickHouse
  • Google Cloud
  • Microsoft Azure
  • Amazon Web Services

AI models

  • Anthropic Claude
  • OpenAI
  • Meta Llama
  • Mistral AI
  • Google Gemini
The lattice of a telecom tower
Requestcurl
1SITE=RDG-0417
2curl -H "X-API-Key: $API_KEY" \
3 "$URL/api/v1/telemetry/battery/sites/$SITE/latest"
ResponseJSON
1{
2 "data": {
3 "avg_soc": 41.0,
4 "soc_unit": "%",
5 "avg_soh": 92.5,
6 "voltage_v": 52.8,
7 "bank_count": 2,
8 "state": "discharging",
9 "energy_remaining_kwh": 7.4,
10 "autonomy_hours": 3.1,
11 "last_updated": "2026-10-14T21:40:00Z"
12 }
13}
TM Forum

Open API

Beyond the systems on this page, an open API lets your teams connect anything else you run, read MLNetworks findings into your own tools, and build on the platform. MLNetworks follows the TM Forum Open Digital Architecture, so it fits beside other ODA components.

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Running a system that is not on this page, or want to integrate your product with MLNetworks?

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