IMPLEMENTED PATTERN
Azure
Resource Graph, ARM, cost, identity, and network state — the deployed truth.
RESOURCE GRAPHARMCOSTENTRA
Living documentation · AI context
Your cloud,
documented like
a living system.
SolutionPilot turns approved live evidence from your Microsoft estate—Azure, Microsoft 365, Azure DevOps—into clear system maps, architecture records, and governed context your team and your AI tools can rely on.
Live Microsoft estate+System context+Human intent=Living documentation + AI context
The productSee the estate.
See the estate.
Understand the system.
Navigate a sanitized architecture model built from an authorized, read-only Azure assessment. Select any component to inspect its role and evidence.
System architecture
Production application platform
PRIVATE WORKLOAD PLANE
PRIVATE DATA PLANE
● This demonstrator shows an implemented live-Azure visualization pattern. Generated narrative, approvals, and publishing are scoped pilot modules.
The AI context layerYour estate,
Your estate,
readable by any AI.
The same evidence graph that draws your maps is exposed through a governed, read-only interface. Your AI tools stop guessing about your infrastructure — they read it.
The living estate graphAzure · Microsoft 365 · Azure DevOps · GitHub
MCP INTERFACEREAD-ONLYSCOPE-GOVERNEDAUDIT-LOGGEDNOTHING FLOWS BACK
Azure AI FoundryAgents grounded in live estate context
Claude Desktop · CodeOps questions, evidenced answers
Microsoft Copilot StudioInternal copilots that know your cloud
Your applicationsAny MCP-capable client or agent
SourcesThe whole Microsoft estate
The whole Microsoft estate
is the source.
Not just Azure resources — the estate your organization actually runs on: tenancy, security posture, delivery pipelines, and the code that ships it.
IMPLEMENTED PATTERN
Microsoft 365
Licensing, security-plan coverage, and tenant signals for the estate view.
LICENSINGDEFENDER PLANS
IMPLEMENTED PATTERN
Azure DevOps
Delivery signals — projects, pipelines, and work-item flow beside the infrastructure they change.
PROJECTSWORK ITEMS
CONNECTOR ROADMAP
GitHub
Repositories, IaC, and deployment workflows joined to the running estate.
REPOSIACACTIONS
The AI context layerAsk your estate.
Ask your estate.
Get evidenced answers.
Once the context layer is live, every question about your infrastructure has a grounded answer — in whichever AI client your team already works.
What does the payments system depend on — and did anything change this week?
QUERYING THE ESTATE GRAPH
aks user pool
postgres-prod
redis-cache
private endpoints
change feed
payments-platform runs on the private Kubernetes user pool and depends on postgres-prod (Private Link) and redis-cache. One material change this week: a new private endpoint was added Tuesday 14:32 — captured with evidence and pending owner review.
SYSTEMS MAPNETWORK TOPOLOGYCHANGE LOG · TUE 14:32
ANSWERS ANYWHERE YOU WORKAzure AI FoundryClaudeMicrosoft CopilotAny MCP client
Enterprise postureYour environment
Your environment
stays under your control.
Customer-hosted by default, read-only by design, and explicit about every scope, identity, source, and approval.
Review the pilot model ↓YOUR AZURE TENANT
01Approved sourcesAzure · repositories · owner input
READ-ONLY
SolutionPilotDedicated application identityPRIVATE
APPROVAL
03Controlled outputsWeb · wiki · document · review queue
Least privilegeServer-side secretsEvidence provenanceAudit trail
A focused first engagementStart with one
Start with one
private pilot.
Prove the workflow on a contained scope, agree success criteria before access, and leave with a working application plus an approved architecture baseline.
01One agreed Azure scopeCustomer-controlled, read-only access
02One or two priority systemsSelected for operational value
03Two initial documentation viewsAligned to your team and standards
04Review and scale roadmapAcceptance criteria agreed up front
Design the pilot ↗
No tenant access is needed for the first conversation.