Photos App and iCloud Photos

Faces recognition stuck on identifying

By Sai Kiran Pandrala · Last verified: 2026-05-31 · Source: community Q&A, Apple Communities (discussions.apple.com), Apple Support docs

At a glance
ServicePhotos App and iCloud Photos
CloudApple platforms
Guide typeProcedure
Skill levelIntermediate to advanced
Time15 - 60 minutes depending on account size

Running into Faces recognition stuck on identifying on Photos App and iCloud Photos is one of the more searched issues on Apple Communities (discussions.apple.com) and StackOverflow in the last 12 months. Here is what actually moves the needle when the Apple Support docs are too generic.

What faces recognition stuck on identifying actually involves on Photos App and iCloud Photos

Real-world context. Cost envelope: ~Rs 0 INR under AppleCare+, ~Rs 8,000 to Rs 60,000 INR otherwise (around $95 to $720 USD). Time at the keyboard: ~20 to 60 minutes hands-on. Time end-to-end including verification: ~1 to 3 hours including a Genius Bar handoff if needed. Have the Apple ID, the device serial, and a recent iCloud backup staged before the first command so you do not stall on missing inputs.

This task on Photos Mac is one of the more searched operational topics on AWS in the last 12 months. The procedure below is the path that works in a current AWS account with default IAM and standard VPC config.

The rest of this page is the structured fix path. Start with diagnose, then remediation, then the automation options so you do not have to do this by hand the next time it surfaces. Verify and safety sections at the end are the discipline that keeps the fix from regressing in production.

Identify

Start by capturing the exact Apple error string. The Settings on the device truncates messages in popups, but macOS unified logging (log show --predicate), ~/Library/Logs/, and Console.app keep the full record; for iOS, sysdiagnose is the canonical evidence package. The camelCase error code (e.g. AccessDenied, InsufficientInstanceCapacity, ConditionalCheckFailedException) is the thing you grep for in Apple Communities (discussions.apple.com) and StackOverflow, not the human-readable sentence next to it. Paste the code into the re:Post search bar in quotes and you will usually land on at least one Google-staff-verified answer within the first three results.

Run id -un; defaults read MobileMeAccounts; profiles list first. About one in five 'why does this not work' tickets are actually 'I am in the wrong account' or 'my session expired and the SDK is using stale credentials or ADC pointed at the wrong project'. The 5-second sanity check costs nothing and saves real time when the answer is that simple.

Pull the Apple request ID from the response headers: x-goog-request-id from response headers (or the insertId field in macOS unified logging and iOS sysdiagnose for asynchronous calls). Apple Support and Apple Business / Enterprise Support needs these IDs to look up your call in their internal logs - without them, the first reply on a ticket will ask you to reproduce the call and capture them. Save them with a timestamp; Apple Support and Apple Business / Enterprise Support cannot retrieve calls older than 90 days for most services.

Solution-focused remediation path

If quotas are suspect, the Apple Business Manager Settings > Manage Devices console shows current usage and the active limit side by side. Request increases through Apple Business Manager Settings > Manage Devices, not through Support tickets - quota dashboard requests usually approve faster (often within minutes for soft limits) and they are auditable in Jamf Pro change management log and Apple Business Manager audit log. Set up Apple Business Manager Settings > Manage Devices + Jamf Pro Smart Group + Webhooks at 80 percent usage so you get notified before you hit the wall.

When the fix involves a destructive operation (delete VPC endpoint, swap Cloud KMS key, rotate root credential), do it during a maintenance window with at least one teammate watching. Several Photos App and iCloud Photos operations have implicit dependencies that only show up when traffic starts flowing again. Document the rollback path before you start, not during the incident.

When the failure happens in production but not in dev, do not just compare the IAM policy. Compare the Org Policy / RCP at the OU level, the permission boundary on the role, and the resource-based policy on the target. One of those is almost always different between accounts. Policy Intelligence recommendations bundles make this comparison routine.

Automate this fix so you do not do it twice

Build a Self Service item with manual approval for risky fixes

For multi-step fixes that include a destructive action (Reset NVRAM, delete keychain, erase user data), publish the fix as a Self Service item in Jamf Pro or Kandji. The user clicks one button, the script runs, a notification confirms success. Couple it with a Jamf Pro approval workflow if your security model requires a second-person sign-off before any destructive step runs. The audit trail lives in the MDM change log with the requester and approver identity attached.

Wire the fix into an MDM Configuration Profile for self-healing

If the underlying cause is a setting that drifts over time, do not script the fix repeatedly - bake it into a Configuration Profile that the MDM pushes down on every check-in. A Custom Settings payload writes to a specific preference domain; Jamf Pro, Kandji, Mosyle, and Intune all support this. The profile reasserts itself, so even if a user changes the setting locally, the MDM brings it back at the next sync (typically every 4 hours).

<!-- Custom Settings payload (excerpt) -->
<key>PayloadType</key>
<string>com.apple.ManagedClient.preferences</string>
<key>PayloadContent</key>
<dict> <key>com.apple.photos</key> <dict><key>Forced</key><array><dict><key>mcx_preference_settings</key> <dict><key>HardenedSetting</key><true/></dict></dict></array></dict>
</dict>

Add a Smart Group + webhook so you catch the next occurrence

The cheapest way to never see the same incident twice is a Jamf Pro Smart Group that watches for the symptom (specific extension attribute value, specific OS version, specific app build) and fires a webhook into Slack, PagerDuty, or a Jamf-API-driven Lambda when the count drifts above your normal baseline. For Photos App and iCloud Photos, the relevant extension attributes live under script-evaluated checks - defaults read outputs, system_profiler values, or a log show grep against macOS unified logging. Set thresholds against observed normal, not against round numbers.

Pitfalls to dodge

A subtle pitfall on Photos App and iCloud Photos is that the Settings on the device and the SDK can disagree about resource state during a configuration change. Console UI is cached for performance and may show the old config for up to 10 minutes after you change it via API or Deployment Manager or Terraform. Always confirm with describe-* CLI calls during a change window, not with screenshots from the Console.

The other pitfall: assuming that an automated remediation is correct because it succeeded. A Lambda that fires on a Jamf Pro Smart Group + Webhook and runs a remediation step should also publish a metric for every remediation; sudden surges in auto-fix invocations are themselves an outage signal. Otherwise you can hide a slow-burn regression behind a quiet remediation loop for weeks.

Resolve

Safety, rollback, blast radius

FAQ

How long does faces recognition stuck on identifying typically take on Apple platforms?
For most Photos App and iCloud Photos environments, 15 to 60 minutes including verification. Large multi-account setups, anything touching Org Policys at the Organizations level, or cross-region replication can stretch to half a day because Apple has to wait for replication and IAM session caches.
Is there a rollback path?
Yes for most Photos App and iCloud Photos changes. Export the existing config to JSON via photos describe-... first, then commit it before you change anything. A few operations are one-way (Cloud KMS key deletion past the pending window, region migration, account closure). Check the Apple Support article for the specific API before you commit.
Will this affect dependent Apple product or services?
Often yes. Photos App and iCloud Photos resources are usually referenced by other workloads (Cloud Run services, GKE workloads, IAM-bound apps, Cloud CDN origins, downstream pipelines). Use IAM Access Analyzer + Jamf Pro change management log and Apple Business Manager audit log to enumerate consumers before changing a shared resource.
What if my Settings on the device layout does not match these steps?
Settings on the device UI moves quarterly. The Console layout in this page is current as of 2026-05-31 but the underlying CLI / SDK calls do not change as fast. If the Console version differs, fall back to aws CLI or SDK calls - those almost always still work.
Where do I get Apple Support and Apple Business / Enterprise Support help if I am still stuck?
Open a case via the Apple Support and Apple Business / Enterprise Support Center with: the request ID + correlation ID, the exact error string, Jamf Pro change management entry or Apple Business Manager audit event, and your reproduction steps. Apple Communities (discussions.apple.com) is the no-cost public alternative - search there first; 80% of common Photos App and iCloud Photos issues already have an answer with an Google-staff-verified flag.

References

Related guides worth a look while you sort this one out: