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Lineage use cases

Start with the operating question your team already has.

A specific review is the clearest way to evaluate connected infrastructure intelligence.

Use Lineage for change reviews, cost variance, risk and access triage, recurring reporting, and governed action preparation.

  • Change review
  • Cost variance
  • Risk and access
  • Recurring reporting
https://swavesglobal.com/lineage/use-cases
Lineage dashboard supporting Azure operating use cases

These use cases describe ways to apply implemented product surfaces. Outcomes depend on approved source coverage, data quality, customer process, and accountable review; service support is called out separately.

Use case 01

Implemented capability

Reconstruct what moved around an incident window.

Select retained states, inspect resource and property diffs, compare activity records, and note related cost or risk movement. The output is a supported review trail, not a guaranteed root-cause determination.

  • Bound the scope and before/after states
  • Inspect diffs and available activity evidence
  • Assign validation and document the conclusion
https://swavesglobal.com/lineage/app/incident-change-review
Time Machine timeline for an Azure incident change review

Use case 02

Implemented capability

Explain a cost increase with estate history nearby.

Start with a subscription, service, resource group, or resource and a meaningful comparison period. Review movement against infrastructure changes, ownership context, recommendations, and license material where relevant.

  • Compare periods and affected scope
  • Test change and usage hypotheses
  • Route validation or optimization work
https://swavesglobal.com/lineage/app/cost-variance-review
Cost Intelligence for an Azure variance review

Use case 03

Implemented capability

Prioritize a finding with resource and identity context.

Review the affected estate, available identity and role information, activity, and recommendations before assigning remediation. Validate authoritative access and security conclusions in Microsoft source systems.

https://swavesglobal.com/lineage/app/risk-access-triage
Identity overview supporting access triage

Qualify

Confirm affected resources and the source signal.

Contextualize

Review identity, activity, history, and ownership.

Route

Assign the next validation or remediation step.

Use case 04

Implemented capability

Replace a manual evidence hunt with a repeatable report workflow.

Use report building and configured schedules to organize selected findings, movement, and decisions for a recurring operational review. Delivery and retention requirements must be confirmed for the account.

  • Define audience and recurring questions
  • Select review sections and evidence
  • Review delivery status and decisions
https://swavesglobal.com/lineage/app/review-pack
Report builder for a recurring Azure review pack

Use case 05

Implemented capability

Prepare an approved path without treating analysis as execution.

Where configured, teams can use Azure Write or Deployment Mode to organize intent, checks, plan or what-if material, approval, execution, and verification. Availability and permitted operations are environment-specific.

https://swavesglobal.com/lineage/app/governed-change-preparation
Deployment Mode supporting governed Azure change preparation

Prepare

Define intent and gather preflight or plan evidence.

Approve

Apply configured identity, permission, policy, and approval controls.

Verify

Retain execution and post-action review records.

Service and advisory

Service and advisory

Turn one use case into measurable evaluation criteria.

Swaves can help select a bounded scenario, map sources, define expected evidence, and facilitate the review. Integration work, managed operation, formal assessment, and deployment design are separately scoped when needed.

  • Choose a representative but bounded scenario
  • Agree evidence and success criteria
  • Separate product fit from additional service requirements

Evaluate Lineage

Choose the first use case deliberately.

A bounded change, cost, risk, or reporting question gives the clearest product evaluation.

Start the review