Unified PM and KPI dashboards across multi-vendor RAN and Core, with counter-level drill-down, correct numerator/denominator aggregation and built-in data-integrity detection.
What we can evidence
Measured
34×
Error avoided by correct aggregation
Aggregate KPIs correctly across a multi-vendor estate.
Averaging ratios across cells rather than recomputing from summed numerators and denominators overstates by nearly 34× in a documented worked example — reporting 3.4% where the true figure is 0.1%. Correct aggregation is built in, with data-integrity detection surfacing late, duplicate and missing files.