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Cost & Capacity Planning

How do retries and long waits impact agent workload capacity and spend?

Retries and prolonged agent waits directly increase both agent workload capacity demands and associated operational spend. Retries extend individual execution times and boost concurrent resource utilization, forcing more frequent allocation of critical execution resources, while extended waits tie up execution layer capacity over longer, unproductive periods of time. Keep in mind that observability data collected from these affected operations does not function as a formal audit record.

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