Use cases
Investigate integration incidents
Group related findings and preserve one evidence-backed incident timeline.
Integration failures are commonly reconstructed across application logs, provider dashboards, support tickets, release history, and customer reports. Each source contains part of the story, but none provides a stable investigation record on its own.
This use case groups related observations, drift findings, missing outcomes, replay evidence, and reviewer decisions into one incident boundary. The result is a timeline that preserves what was observed separately from what the team inferred.
Before you begin
- One or more Seamward findings
- Access to the affected workspace
- A known integration and environment
Why integration incidents need one evidence chain
Understand the cost of rebuilding a failure across logs, provider dashboards, tickets, and releases.
Without a shared evidence chain, engineers spend the first part of an incident rebuilding timestamps, versions, and customer reports before they can test a hypothesis. Important context is then lost when the investigation moves into a ticket or repository.
Incident intelligence is a use case rather than a generic log view because it has a specific decision to support: explain a bounded integration failure with evidence that can survive review, repair validation, and follow-up.
When to use this workflow
Choose incident investigation when related drift or outcome findings need one reviewable explanation.
Use this workflow when multiple findings describe the same integration failure or when one technical change must be assessed alongside release and expected-outcome evidence.
- Several observations report the same structural change.
- A provider change and application deployment overlap in time.
- A missing business outcome needs its triggering request and release context.
- A repair proposal requires a stable incident and evidence set.
Choose the incident boundary
Keep related findings scoped to one integration, environment, and time window.
Keep an incident scoped to related evidence from one integration and environment. A narrow boundary makes the timeline reviewable and prevents unrelated provider failures from sharing one conclusion.
Split unrelated providers, environments, and failure windows even when they were noticed by the same customer report. Join evidence only when the correlation and timing support one investigation.
Review the evidence timeline
Read observations, drift findings, outcome checks, and releases in order.
Use the timeline to test competing explanations. A provider contract change, customer application release, and missing outcome may be related, but sequence and evidence determine which conclusion is supported.
- Confirm the integration, environment, and incident window.
- Read the observations and findings in chronological order.
- Compare release context with the first and latest occurrence.
- Review expected-outcome evidence before estimating business impact.
Record the conclusion
Keep verified evidence separate from interpretation and follow-up decisions.
Record which facts were directly observed, which explanation is inferred, and which decision the reviewer made. Generated explanations remain advisory and must not replace the linked evidence.
Preserve unresolved questions and unknown scope. A useful incident record makes uncertainty visible instead of turning a plausible hypothesis into a fact.
Operating boundaries
Treat generated explanations as advisory and preserve unknown scope or cause explicitly.
- Workspace scope is enforced for every incident and linked record.
- Generated summaries do not override observations or deterministic findings.
- Incident status records workflow state; it does not prove remediation succeeded.
- Repair generation and delivery remain separate, review-gated actions.