Authors
Michael Assraf
Founder and CEO | Flamingo
Serial tech entrepreneur with over 15 years of experience and deep knowledge of MSP partnerships and operations. A decade ago he founded a cybersecurity company that continues to protect and support MSPs today, sharpening his insight into the challenges service providers face.
Frequently Asked Questions
MSP AI Agents
Can AI Agents Really Close Tickets Without a Technician?
Yes, for low-risk categories. MSPs report 10% to 25% of tickets closed without a tech opening them, covering password resets, MFA enrollment, and known installs. Anything needing judgment or touching production data still escalates to a human.
How Much Can AI Agents Save an MSP?
Deployment data on five-person service desks shows $78,000 to $130,000 in annual direct labor savings, roughly 30% fewer escalations, and 15% to 20% better SLA compliance. Savings come from reclaimed capacity, not headcount cuts.