Design and assessment operations

Use these recipes to turn workload inventory into reviewable design, operational knowledge, accountability, posture evidence, performance findings, and failure-mode analysis.

Prerequisites

Confirm the workload and Azure connection before generation or analysis.
Product permissions vary: insights.*, architectures.*, ownership.*, graph.read, assessments.*, and perfprofile.read.
AI-assisted tasks require an active provider; source collection requires the corresponding Azure/Graph access.

Route

Open the route listed by the selected recipe.

How to choose a workflow

Use AI Insight Packs for repeatable on-demand or scheduled evidence digests.
Use Architectures and Know-Me for diagrams, drift, memory, runbooks, revisions, and exports.
Use Ownership for directory records, assignments, suggestions, attestations, and previewed tag application.
Use Estate Graph for search, lenses, overlays, paths, blast radius, and visual export.
Use Assessments for control evaluation, lifecycle, findings, waivers, tickets, reports, and fleet/scheduled runs.
Use Performance Profiler for windowed metrics, bottleneck heatmaps, findings, evidence, history, and cleanup.
Use FMEA for architecture-grounded failure modes, RPN, action ownership, revisions, and worksheet exports.

Expected result: The workflow starts from current scope/evidence and produces a reviewable record rather than an unverified AI conclusion.

Verification: Confirm timestamps, source completeness, human approval state, and exported artifact contents.

Safety and rollback

Most collection and generation is read-only against Azure, but saved records, external tickets, ownership tags, waivers, lifecycle states, and purge actions are mutations. Use previews and revisions; restore soft-deleted records before purge; roll back Azure tag changes through the available tag revision/revert flow or reviewed organizational process.

Troubleshooting

Symptom	Resolution
Generation is unavailable	Check provider health, write permission, workload/architecture prerequisites, and source data.
Result is empty or stale	Refresh the owning source module and verify connection capability and scope.
Export omits edits	Wait for save/auto-save completion and export the persisted current record.