Network ops assistant across NOCs
Portfolio run rate across NOCs, the cliff is real but mid horizon.
Open the live lab · preloaded to this scenario
Inference Run Rate Forecaster
Context
A telecom runs an AI assistant across its network operations centers, steady, always on volume with modest growth. The question is the 24 month portfolio run rate, not the per call price.
The decision
With steady utilization the crossover lands mid horizon; the decision is whether to commit capex now for a cliff that arrives in year two.
What most miss
At the portfolio level the question isn't 'is self host cheaper per call', it's whether the two year run rate and the ops headcount to run it beat staying on API.
Stakes
A premature self host commitment ties up capex and an ops team before the cliff justifies it.
Firsthand · AI Investment Strategy and Portfolio Governance · verified 2026-07-03
Sources: Telecom network-ops AI run-rate, firsthand (Verizon); Portfolio-level inference cost forecasting