Enterprise architecture, AI, and data.
I head enterprise architecture and lead the AI and data agenda at CohnReznick, a global professional services firm. Before that, five years as lead enterprise architect at Voya Financial, a Fortune 500 insurer, where I built its first generative AI platform in 2023.
I also founded evidentai.app, a continuous AI governance platform.
What I do
Set direction
What an organization should build, what it should buy, and what it should refuse. Target-state architecture across business, data, application, and technology domains.
Govern AI so it survives an audit
Decision rights, review boards, and standards that hold at runtime rather than on paper. NIST AI RMF, EU AI Act, MITRE ATLAS. I have taken AI through the FDA and I build the tooling for continuous governance.
Make the data foundation carry the weight
Medallion architecture, low-latency analytics, and the governance underneath. Most AI programs fail on data rather than on models.
Selected work
Catalyst at CohnReznick
Project finance modeling and analytics platform for renewable energy and data center developers. I product managed and architected it. It converts modeling expertise that previously shipped as billable engagements into a product clients operate themselves.
evidentai.app
Continuous AI governance for regulated enterprises. The architectural bet is that governance built as its own discipline fails at audit, because auditors test against obligations the client already carries. Over 400 controls mapped to NIST AI RMF and MITRE ATLAS.
Voya Financial, 2023
The firm's first generative AI platform, retrieval-augmented, on Azure OpenAI gpt-35-turbo, ahead of any enterprise reference pattern. Among the first Azure customers to take generative AI to production.
Named on Microsoft's blog, October 2023BetterDiagnostics.ai
Dental imaging AI. I led the company through FDA 510(k) clearance for a Class II device. Clinical validation, evidence retention, and change control designed as architecture constraints from the start.
Experience
CohnReznick
2025 to presentHead of Enterprise Architecture; Lead, AI and Data
Global Digital and Cybersecurity. Chair the Architecture Review Board, one of three mandatory signoff parties for platform change.
evidentai.app
2024 to presentFounder and Chief Architect
Continuous AI governance platform for regulated enterprises.
BetterDiagnostics.ai
2024 to 2025Technical Advisor
Dental imaging AI. Created the platform architecture and owned the regulatory technical file.
Voya Financial
2018 to 2023Senior Director, Enterprise Architecture, Cloud, AI and Data Solutions
Lead enterprise architect for a US retirement and asset management business.
Deloitte
2018Manager, Cloud Strategy
Cloud strategy and migration assessments for regulated industries.
Virtusa
2003 to 2018Senior Manager, Technology and Business Consulting
Fifteen years of consulting for financial services and healthcare clients.