Enterprise AI, from go-to-market to governance.
I've spent four decades building software, architecting enterprise cloud, and leading teams. As a Strategic AI Specialist at GitHub, I help organizations do far more than understand AI. I help them implement it, manage it, and govern it at enterprise scale.
Recent thinking
All articles →Citizen-Built AI Is the New Spreadsheet Risk in Financial Reporting
Every major productivity suite now ships an agent that can build a financial model from a sentence. The controls that made spreadsheets auditable after Sarbanes-Oxley were designed for logic a person wrote, and auditors have started asking what happens when an agent wrote it instead.
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Your Model Registry Has No Contract
NVIDIA's purchase of Hugging Face will not close before 2027. The dependency it surfaces is already running in enterprise production, and almost no organization can produce an inventory of it.
Read article →Citizen Development and the New Frontier of Technical Debt
AI app builders have made software creation elastic, but the central services every application consumes—identity, security review, deployment, support, and decommissioning—still scale one application at a time. The debt accruing in that gap belongs on the CIO's balance sheet, and it can be managed without slowing the people who create it.
Read article →The Compute Price Nobody Could See
The first futures market for AI compute missed its October 5 launch after regulators questioned whether the underlying price can be trusted. Their answer describes the enterprise AI bill as well: a volatile input, priced privately, passed through by vendors whose token rates are strategic decisions.
Read article →Bringing AI into your enterprise and need it to actually land?
Advisory for leaders who need AI strategy, adoption, and governance to move as one.