An operator needed to extend managed security to 50 mid-market enterprise customers without building separate operations for each organisation. AI-SOC correlated endpoint, firewall and cloud-security feeds while maintaining data isolation between customers and escalating critical incidents for human intervention. Participating enterprises reduced security-tool costs by 30%.