Flamingo Investment Call
Invest in the future of IT
Michael Assraf
Founder and CEO
30 min call
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September 2026
September 2026
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OpenFrame Gen1 is Here · The AI platform for autonomous IT is out of beta and ready for production.
Frequently Asked Questions
MSP AI Agents
Can AI Agents Really Close Tickets Without a Technician?
Yes. In production MSP shops today, 10% to 25% of tickets close before a human opens them. Thread alone has processed 173 million tickets across 750-plus MSP partners at 96% triage accuracy, handing back 490,000-plus technician hours. Agents own the low-risk, high-volume work (password resets, MFA enrollment, known installs, onboarding and offboarding) and flag anything that touches production data or needs judgment for a human to take.
How Much Can AI Agents Save an MSP?
On a five-person desk, reported deployments show $78,000 to $130,000 in annual direct labor savings, roughly 30% fewer escalations, and 15% to 20% better SLA compliance. Broader MSP adoption data adds ticket handling time cut by 45% and five to 12 points of margin, all from reclaimed capacity rather than headcount cuts.