Framework
The Six Laws
These laws are not regulations or standards. They are invariants — structural conditions of the telecom economy that hold across generations, geographies, and operators. Each law derives one or more observability functions that are theoretically necessary consequences.
Capacity Scarcity
Every new generation releases a burst of capacity. Within 5–8 years demand consumes it entirely. Scarcity is the permanent condition.
2 use cases
Demand Inelasticity
Subscribers do not reduce consumption when quality degrades. They churn. Demand is inelastic to price within the loyalty window.
1 use case
Service Stratification
Not all traffic is equal. Enterprise, consumer, and IoT generate different revenue per bit. The network that cannot distinguish them cannot price them.
2 use cases
Technology Transition Risk
Every technology shutdown creates a regression window. Legacy subscribers, devices, and use cases do not migrate on schedule.
4 use cases
Competitive Relativity
Network quality is experienced relative to alternatives. An operator's NPS is a function of its gap to the best available competitor, not its absolute performance.
1 use case
Observability Asymmetry
The network always knows more about itself than the subscriber does. But the subscriber's experience is the only truth that generates revenue.
1 use case