The monitoring dashboard opens and yesterday's report is available. That confirms that a result has been retained. It does not establish that today's agent sessions are still being analyzed. International teams relying on an analysis service need to distinguish access to old evidence from the continuing production of new evidence, particularly when a preview service changes its job lifecycle.

Read the three states separately

AWS's AgentCore insights documentation states that new batch or recurring insights can no longer be created from October 16, 2026. Existing recurring jobs continue processing sessions and generating reports through October 30, then stop generating reports from October 31. Historical batch results and recurring reports remain available. This notice concerns the identified preview feature; it does not say that every AgentCore capability is being withdrawn.

These states affect different work. Losing job creation can block a new project or a redeployment. Losing recurring processing leaves later sessions outside that analysis. Retained results support historical review but do not fill the new coverage gap. Compressing all of that into a message saying “the service changes at month end” leaves the receiving team without a usable operating plan.

For a Chinese export business using the feature to examine customer-support or internal-assistant sessions, first establish whether the production workflow actually depends on it. Then identify the job and the scope it processes. A team with no current need for a new job may initially see no obvious disruption, while its existing recurring analysis still has a separate end date to address.

A fresh download can contain old observations

Look at the session coverage, not only the file timestamp. A report opened today may describe activity from an earlier period. A newly downloaded copy may be the same historical result. To understand continuity, compare the last sessions successfully processed, the report's generation time and the next expected run. None of those facts can be replaced by a successful visit to the report page.

This is distinct from an agent returning a technically successful but incorrect answer. In that case, outcome checks must find the silent business failure. Here, the observation mechanism itself may stop taking in new work while continuing to display old results. The operating agent can keep running without its previous analysis continuing alongside it.

No new result can also mean that no session met the selection criteria. A controlled, non-sensitive check session helps distinguish that from missing processing. Make it recognizable without real buyer information or external business actions, then compare its appearance with the normal processing delay. The question is whether the sample was excluded, is still waiting or is no longer being processed—not merely whether a dashboard looks empty.

That check also makes an ownership gap visible. If nobody can say which sessions should appear or when, the team has not defined what it expects from the monitoring arrangement. A supplier or software vendor may operate the infrastructure, but the business still needs someone able to interpret the coverage and act when the expected observation is absent.

Transfer the capability, not just the product label

Before choosing a replacement, list what the old arrangement actually contributed: which failures it identified, whether it explained them, who reviewed the output and how quickly action was needed. A tool that supplies only a score may not replace diagnostic explanations. A limited manual sample may be a useful temporary arrangement, but it should not be described as continuous analysis of every session.

Keep historical reports as a baseline while clearly marking where the replacement begins. Record any interval that neither process covers. Avoid joining the outputs into a single unexplained performance trend: changed analysis rules or sample coverage can create a difference even if the underlying agent behavior has not changed. The handover should preserve the meaning of the evidence, not merely keep a chart populated.

Confirm that the receiving owner can identify the latest covered activity before the old job stops. The AWS page says a redesigned Insights experience will be available soon, but supplies no definite replacement date on which a team can safely base its own schedule. Treat a later product announcement as something to evaluate when available, rather than evidence that the existing observation gap will automatically be filled.

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