AI Transformation & Operations Leader | Agentic Systems | Business Automation Architect
Architecting production agentic systems that combine multi-agent orchestration, cryptographic verification, and human-governed execution—grounded in a decade of financial systems leadership.
Perspective Lens (RevOps / AI Operations)
Select a focus lens to view relevant architecture systems and claims:
Production Portfolio
Prioritized for the RevOps / AI Operations perspective. Every system represents real code, active production deployments, or test-enforced safety invariants.
A low-latency AI system that listens to live sales conversations as they happen, maintains contextual awareness across customer objections, and surfaces in-the-moment guidance directly on the rep's heads-up display rather than waiting for post-call review.
Connected CRM, communications, and reporting systems through APIs and automated workflows, building real-time dashboards that give leadership unified visibility across pipeline, revenue, and forecasts.
A decade of financial controller leadership extended into AI-era audit tooling: hash-chained logs, cryptographic proofs, and approval gates (InvoiceProof, AuditProof, VerifyAPI) making automated financial decisions independently auditable.
An agent-to-agent marketplace where AI agents autonomously discover each other, negotiate contractual terms, settle payments through escrow, and maintain SwarmScore reputation metrics under production governance.
Cato delivers a desktop operating environment coordinating multi-model LLM orchestration and MCP tool calling; ConduitScore.com provides an automated public diagnostic scanning 46 AI visibility signals with signed scores and prioritized fixes.
Desktop app for SMBs and bookkeepers that reads granted local files and cloud folders to draft CPA-style federal tax workpapers. Built on a hard invariant: the LLM drafts, code computes integer cents, a human signs off, and the system never files or pays.
Co-author of 8 active IETF Internet-Drafts defining agent transactions, verifiable capabilities (VCAP), and SwarmScore reputation. Co-Chair of the W3C AIVS Community Group standardizing tamper-evident action logs aligned with the EU AI Act and NIST AI RMF.