ConceptDiscovery layer

Armada Fleet Visibility Threshold

Armada earns its place once a client's Mac runs enough parallel Claude Code, Codex, or Grok Build sessions that nobody can track them by tab-switching.

By InnovaAI ResearchPublished Updated

What is Armada Fleet Visibility Threshold?

“Sessions per Mac → when Armada pays for itself”

Concurrent AI coding sessions per Mac against Armada's $14.99 licence value

Armada earns its place once a client's Mac runs enough parallel Claude Code, Codex, or Grok Build sessions that nobody can track them by tab-switching. The app reads session registries and transcripts from disk, so it shows which sessions wait for input, context occupancy, and 5-hour or 7-day plan limits with reset forecasts, without proxying traffic. Below roughly three concurrent sessions, a $14.99 one-time licence is a nice-to-have; above it, the licence is trivial against the cost of a stalled agent. For agencies, the threshold sets the resale line: bundle Armada into a $1,350 Solo Dev Setup only when the client's fleet clears it, otherwise the setup fee buys monitoring nobody checks. Because the licence is one-time, treat it as a delivery cost inside a retainer, not a recurring line item.

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