Career Journey

25 years of building trusted data foundations — a career timeline from data foundations (2000) through enterprise platforms, data governance & trust, AI enablement, to the agentic enterprise (2024+), with a layered model showing how every layer builds on the one beneath it: enterprise data platforms, metadata & context, data trust, AI governance, and the agentic enterprise.

About Me

I'm an Enterprise Data & AI Enablement leader with 25+ years building and governing the data platforms that large, highly-regulated enterprises run on — across financial services and healthcare.

My career has tracked the evolution of enterprise data itself: from the first enterprise data warehouses, through cloud-scale platforms, to the governance and trust frameworks that make data reliable, and now the AI systems that run on top of it. Along the way I've led 100+ engineer organizations, built petabyte-scale data fabric platforms, integrated and rationalized data ecosystems through complex M&A, and established the metadata-driven architectures, enterprise ontologies, and embedded governance that make trusted, enterprise-scale AI adoption possible — under the scrutiny of regulators including the FRB, FDIC, CFPB, and FHFA.

The conviction that runs through all of it: AI and agents don't replace trusted data foundations — they amplify them. The hardest and most valuable work in the AI era isn't the models; it's the metadata, lineage, quality, and governance that make data trustworthy enough for autonomous systems to act on it safely.

Today I'm focused on agentic data governance — building toward a Data Governance Agent that automates and enriches the stewardship work that has traditionally been manual, slow, and impossible to scale.

Currently Building

Data Governance Agent An agentic system to automate and enrich data stewardship and governance — lineage, quality, catalog curation, and policy enforcement at enterprise scale.
The Data Governance Agent Series A six-part written series tracing the path from a 15-petabyte governance crisis to autonomous, agentic data governance.
AI Briefings A daily Data & AI Platforms briefing and a weekly AI Governance + Ethics digest — researched, compiled, and delivered to a community of data practitioners.

Currently Learning

Enterprise AI for Tech Leaders The University of Chicago Booth School of Business
Claude Certified Architect — in progress Anthropic · CCA-F

My mission is to help organizations build and evolve the data, governance, and AI foundations that power trusted decisions today — and intelligent, agentic enterprises tomorrow.