Uptime tells you if it runs. Economic Availability tells you what it produces.
A new operating metric for AI factories: the relationship between potential AI output and actual delivered output, continuously measured in operational and financial terms.
One metric for the whole economic machine.
AI factories do not create value one subsystem at a time. Power, cooling, networking, compute, workloads and operations act together. Economic Availability measures the result of that complete system.
Available does not mean productive.
A facility can remain online while thermal margin, network behavior, workload placement or operating decisions quietly reduce productive output. Each local system can appear healthy while the complete economic system underperforms.
Measure the gap
Establish how much AI output the capital base should produce under current physical and workload conditions.
Explain the consequence
Trace the cross-domain relationships that connect a local condition to a measurable output loss.
Validate the recovery
Compare outcomes against the baseline and document the economic value created by the intervention.
Economic Availability creates a common language.
Operations sees causes. Finance sees consequence. Executives see the productive return on infrastructure already deployed.