Production Agent Systems
State, queues, narrow agents, validation, evidence, approval gates, monitoring, and isolated compute paths.
Gary Dobkin
Founder/operator building production AI workflows with durable state, structured outputs, approval gates, evidence, and operating discipline.
Proof Notes
Customer Success + AI Operations
Workflow ownership, handoffs, health signals, review gates, adoption, and measurable time-to-value.
Global Security Deployment
Security onboarding across SIEM, IDS/IPS, EDR/MDR, readiness, SLAs, escalation, and executive reporting.
Systems Built Index
Sanitized map of current systems: compliance scanning, operational SaaS, risk-gated agents, document automation, monitoring, and governance.
Artifacts
Background
- Founded and exited a 12-year MSP serving 50+ AAHA/AVMA-oriented veterinary hospitals.
- Built customer success at Perch Security through acquisition by ConnectWise, reaching 1.7% churn, 96%+ CSAT, and 97% NPS.
- Directed global security deployment operations at ConnectWise across 18 products, 3 regions, and 200+ monthly projects.