Writing & Thinking

Notes on AI governance,
PE operations, and product leadership.

The throughline across all of it is operating reality. Governance only matters if it changes decisions. Strategy only matters if it survives execution.

Archive

Recent writing

Start with the most recent articles, then use the archive or search page to move by topic and operating question.

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Design Philosophy Product Leadership
Product Leadership

When the Interface Disappears

Traditional software is shaped the way it is because it cannot understand intent. AI removes that constraint — and with it, most of the scaffolding we have been calling product.

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Featured Insight Innovation
Innovation

The Discovery Revolution: What Agentic AI Actually Produces

Agentic systems are the engine. Discovery is the output. Once you separate the two, the strategic picture for operators, boards, and capital allocators looks very different.

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AI Operating Model AI Governance
AI Governance

AI Decision Authority at Scale: The Operating Model That Makes It Safe

AI is already making decisions at scale in most PE-backed and regulated businesses. The question is not whether to allow it — it is whether you designed it.

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Agentic Brand PE Operations
PE Operations

When Your Customer Is an Agent: Why Brand Still Matters (And How It Changes)

As AI agents absorb more search, evaluation, and purchase work, brand shifts from narrative alone to machine-readable trust. Operators need a playbook for winning both human preference and agent recommendation.

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AI Board Model PE Operations
PE Operations

The Minimum Viable AI Board Operating Model for 2026

AI oversight in 2026 is no longer a technology update. Boards and PE sponsors need a defensible, evidence-based operating model that regulators, buyers, and insurers will recognize.

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AI Value Creation PE Operations
PE Operations

Why Private Equity Needs an AI Value Creation Playbook

Most private equity firms still talk about AI as a set of use cases. The firms that will create real value will treat it as a portfolio operating system spanning thesis, governance, execution, and exit proof.

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Beyond the articles

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