End-to-end automation and auto-integration platform for managed service providers (MSPs) that automates PSA, RMM and other tool workflows to eliminate manual reconciliations and boost technician productivity. Capabilities include accurate asset reconciliation, smarter ticketing, tighter invoicing flows and orchestrated auto-remediation (e.g., patching managed devices via a single chat command).