Enterprise operations · AI implementation · Automation
20 years of enterprise judgment, applied to AI.
Building AI Syndicate—governance infrastructure for AI agents in regulated environments. Two decades of enterprise operations now applied to making AI systems auditable and accountable.
Manages the L1 Monitoring and Major Incident Management team for a stock exchange processing billions in daily transactions.
Areas of focus
Where enterprise experience meets emerging technology
Enterprise Operations
Leading L1 Monitoring and Major Incident Management for a stock exchange. Systems that handle billions in daily transactions under regulatory scrutiny.
AI Implementation
Practical AI deployment for operations teams. What actually works in production, not what demos well.
Automation Architecture
n8n workflow design and integration patterns. Building automation that survives contact with real business processes.
How I work
Automation should enhance judgment, not replace it.
Most AI and automation implementations fail not because the technology doesn't work, but because they're designed by people who've never had to keep a system running at 3 AM or explain a failure to a regulator.
I bring two decades of learning what actually survives in production. Not what demos well. Not what sounds good in a pitch. What works when real money, real data, and real consequences are on the line.
- Enterprise-grade reliability, not MVP fragility
- Human oversight where judgment matters
- Documentation that outlasts individuals
Governance library
Where the discipline gets applied
AI Execution Governance
Authorizing individual AI actions before they run, not just logging them after.
Read moreAgentic AI Governance
Tool access, delegated authority, and containment for autonomous agents.
Read moreAI Incident Management
Containment, evidence preservation, and post-incident review for AI systems.
Read moreFinancial Services AI Governance
Evidence, segregation of duties, and change control under audit expectations.
Read moreAutomation Governance
Ownership, credentials, and change control for production automation.
Read moren8n Enterprise Architecture
Production-grade n8n architecture for regulated environments.
Read moreWork together
Looking for someone who's done this before.
Consulting on AI implementation, n8n automation architecture, and operations strategy. For organizations that need enterprise judgment, not just technical implementation.
From the blog
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