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Production question

How long until I see signal?

A session can appear after Flowlines accepts or imports its trace data. Recurring issue rates, cohort comparisons and trend deltas become reliable only after the selected scope contains enough analyzed sessions, and the product labels insufficient samples instead of presenting a misleading rate.

The answer

There are two horizons. The first is data arrival: after the endpoint accepts a trace or a provider import completes, verify the original session in Search and confirm its user, intent and tool context.

The second is statistical. Recurring issue incidence and comparisons need a sufficient analyzed denominator. Flowlines exposes the current denominator and shows a not-enough-data state when the window is too small for a responsible comparison.

Last reviewed 2026-09-04

Use Flowlines with your assistant

Answer it with your own production evidence.