Enterprise IT teams are increasingly using artificial intelligence to manage Apple devices, but new research suggests their ability to recover from configuration mistakes is failing to keep pace with AI adoption.
A new report from device management provider Fleet found that 86% of surveyed Mac administrators allow AI-generated scripts or configurations to reach production devices following some form of review. However, 43% said reversing a problematic configuration change takes more than 24 hours.
The findings highlight a growing operational challenge for managed service providers (MSPs) and IT teams responsible for maintaining endpoint security and reliability as AI becomes embedded in everyday device management.
AI adoption accelerates in enterprise Mac management
Fleet’s Apple in the Enterprise report surveyed more than 250 IT professionals responsible for managing Apple devices in enterprise environments.
AI adoption is already widespread among respondents. Over the previous 30 days, 68% used AI for troubleshooting or log analysis, 62% generated scripts or code, and 61% created mobile device management (MDM) profiles or configurations.
The research also found that 57% regularly use large language model assistants, exceeding the 54% who regularly use traditional MDM consoles.
Despite that adoption, safeguards vary. While 36% review and test all AI-generated changes before deployment, just 28% combine human oversight with version control.
“AI can help push changes out in seconds, while a mistake can drain hours of valuable IT time and resources,” said Allen Houchins, CIO at Fleet. “Speed is only an advantage if the pace of recovery matches.”
Mac configuration rollbacks expose operational risks
The gap between deployment and recovery represents a potential service delivery challenge for MSPs managing large, distributed device fleets.
According to Fleet, 69% of respondents cannot reverse a configuration change within an hour. Another 26% can recover the same day, but only through manual intervention.
For MSPs, slow configuration recovery can turn a routine administrative error into a broader service delivery problem. A problematic update deployed across multiple customer environments could generate additional support tickets, increase technician workloads and threaten service-level commitments, particularly when rollback requires manual intervention.
Fleet advocates managing device configurations as code, allowing teams to track changes through version control and potentially reverse problematic updates more efficiently. However, the report acknowledges that its survey did not directly test whether this approach improves recovery times.
READ MORE: We spoke with Fleet CEO Mike McNeil about the company’s own solution to address recovery.
Mixed-device environments complicate Mac management
The research also illustrates how Mac administration is evolving beyond traditional endpoint support.
Nearly 79% of respondents are using or piloting Apple’s declarative device management technology, while 42% regularly work with continuous integration and deployment tools.
Meanwhile, only 8% manage Apple devices exclusively, underscoring the prevalence of mixed-device environments.
Microsoft Intune was the most commonly cited primary Apple management platform at 36%, followed by Jamf Pro at 20% and Omnissa Workspace ONE at 18%.
Keeping pace with Apple’s software releases was the most frequently cited administrative challenge, selected by 31% of respondents.
For MSPs, the broader opportunity extends beyond supporting Macs. As endpoint administration becomes increasingly software-driven, partners may find growing demand for cross-platform automation, configuration governance and managed services that combine AI efficiency with reliable operational controls.
Read more: Apple’s new CEO has been at the helm for a little over a month as the tech giant continues to expand its business presence and consumer market dominance.