Settings & Data

Data source status, vendor normalisation, golden baseline and NHI weight transparency.

Data source status

PM weekly summary

Healthy

8 normalised KPIs per NE

Cadence

Weekly

Last batch

last batch 3d ago

Records this week: 45,120

CM weekly snapshot

Healthy

SW version, param fingerprint, drift score, 6 fields

Cadence

Weekly

Last batch

last batch 3d ago

Records this week: 45,120

Inventory static

Healthy

Vendor, model, age, EoL status, site class, region, lat/lng, 11 fields

Cadence

Monthly

Last batch

updated 18d ago

Records this week: 45,120

Vendor normalisation

5 canonical KPIs across 4 vendors

Golden baseline

Reference cluster used to compute CM drift scores:

cluster:high-performer / vendor:ericsson / region:urban-macro

12,400 elements. Median parameter values per vendor are computed weekly; non-Ericsson vendors use vendor-internal high-performer cohort as baseline.

NHI weights (view only)

Recalibration requires a model rebuild.

performance_score35%

config_conformance30%

lifecycle_risk20%

alarm_burden15%

Model confidence

74%

Last calibration Q1 2026

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Demo data