Most access approvals are rubber stamps because nobody can see, in the thirty seconds they have, what "add to SG-Finance-Apps" actually grants. AI can unpack nested membership, app assignments and role inheritance into a plain-English impact statement — turning the approval from a reflex into a decision.
Tier: Core · Workflow area: Identity, endpoint & patch · ~30 minutes
This playbook builds a repeatable "what does this grant actually grant?" pattern: export the group and role graph around a requested entitlement, have AI flatten it into effective access, and attach that summary to the approval — so the approver reads consequences, not group names. (UC-31)
SG-Printer-3F grants exactly one printer, adding an AI summary is ceremony.Export the entitlement graph around the requested group. For Entra, pull the group, its transitive members-of and its assignments:
Connect-MgGraph -Scopes "Group.Read.All","Application.Read.All","RoleManagement.Read.Directory"
$g = Get-MgGroup -Filter "displayName eq 'SG-Finance-Apps'"
# What this group is itself a member of (transitive = nesting resolved)
Get-MgGroupTransitiveMemberOf -GroupId $g.Id |
Select-Object -ExpandProperty AdditionalProperties |
ForEach-Object { $_['displayName'] }
# Which enterprise apps the group is assigned to
Get-MgGroupAppRoleAssignment -GroupId $g.Id |
Select-Object ResourceDisplayName, AppRoleId
# Any directory roles assigned to the group
Get-MgRoleManagementDirectoryRoleAssignment -All |
Where-Object PrincipalId -eq $g.Id
For on-prem AD, Get-ADPrincipalGroupMembership recursively, plus wherever the group appears in ACLs you care about (file shares, GPO security filtering).
Have AI flatten it into an impact statement. Paste the exports:
A user has requested membership in SG-Finance-Apps. Below are exports:
(a) groups this group is transitively a member of, (b) enterprise app
assignments, (c) directory role assignments. Produce an approval
impact statement:
1. EFFECTIVE ACCESS: a flat bullet list of everything membership
grants, one line each, plainest possible English
("Read/write access to the NetSuite production instance")
2. INHERITANCE CHAIN: for each item, the path that grants it
(SG-Finance-Apps -> SG-ERP-Users -> NetSuite app assignment)
3. RISK FLAGS: anything privileged, anything granting admin roles,
anything whose purpose you cannot determine from the data
4. QUESTIONS: what you'd need to know that this export doesn't show
Do not speculate about access not present in the data. If a group
name implies access but no assignment appears, list it under
QUESTIONS, not under EFFECTIVE ACCESS.
Expect and use the QUESTIONS section. Sample output worth acting on:
RISK FLAGS
- SG-Finance-Apps is transitively a member of SG-AllStaff-Legacy,
which is assigned to 14 enterprise apps — membership grants all 14
- App role for "Concur-Prod" is a GUID with no friendly name; verify
whether this is the Approver or User role before approving
QUESTIONS
- SG-ERP-Admins appears as a member OF SG-Finance-Apps (not the
reverse) — confirm no ACLs grant this group rights over admins
The GUID app-role flag is typical: resolve it in the app's manifest (Get-MgServicePrincipal and match AppRoles) rather than letting anyone guess.
Attach the statement to the approval itself. Paste the impact statement into the ITSM approval task or access-package description — not a side channel. The approver's record should show what they were told at the moment they clicked approve.
Use Security Copilot in Entra where you have it. In the Entra admin center, Copilot can summarize a user's access, group details and risky sign-ins conversationally — use it as the quick first pass ("summarize what membership in this group grants"), and keep the export-plus-prompt pattern for anything it cannot see (on-prem ACLs, third-party apps) or anything you need as an attachable artifact.
Feed findings back into hygiene. Every "QUESTIONS" item that turns out to be dead nesting or an orphaned app assignment goes on the cleanup backlog. The summaries get shorter as the graph gets cleaner — that shrinkage is your progress metric.
Get-ADGroupMember -Recursive and include file-share ACL dumps (Get-Acl on the key shares) in the same prompt so the statement covers shares, not just apps.Group and assignment exports map your organization's attack surface — treat them as confidential, share impact statements on a need-to-know basis, and use tenant-approved AI tools rather than public chatbots for anything containing real group names and app inventories.
An approval is only as good as what the approver understood — AI can make every grant legible in thirty seconds, so the standard becomes "no statement, no approval" for anything nested, privileged, or assigned to apps.