Framework
The Ten Observability Functions
Each function is a theoretically necessary consequence of one or more laws. Mandatory functions must be covered by every operator. Conditional functions are required under specific operational conditions.
Layer 1 — Foundation
Six Economic Laws
Structural conditions of every telecom economy — scarcity, inelasticity, stratification, regulation, competition, independence. These are not policy choices; they hold regardless of operator strategy or vendor selection.
derive
Layer 2 — Universal requirement
Mandatory Functions×5
Required by every operator in every market. The absence of any mandatory function leaves a structural gap in economic visibility — it is not a configuration choice.
Layer 3 — Conditional requirement
Conditional Functions×5
Required when specific operational conditions hold — active spectrum competition, enterprise SLA contracts, legacy network transitions, or network sharing agreements. Not universal, but non-optional when triggered.
Quality Delivery
Delivered Quality Measurement
Is the network delivering the quality it should — from the subscriber's perspective, not the network element's?
Subscriber Experience Segmentation
Which specific subscribers are experiencing degradation right now, and what is their ARPU value?
Model Integrity Verification
Is the network's internal model of itself still accurate — or has model drift occurred since the last calibration?
Competitive Position Measurement
How does the delivered network experience compare to what competitors deliver in the same geography?
SLA Verification
Is the network actually delivering the service level promised in the enterprise or wholesale contract?