Frameworks, articles, and tools for AI-ready leadership.
Practical thinking on AI strategy, governance, and value creation — written for executives making real decisions, not for conference presentations.
The AI → EBITDA Bridge: Connecting AI Investment to Portfolio Value
Most PE-backed companies can articulate what their AI pilots are doing. Almost none can articulate what they are worth. This framework builds the bridge — translating AI initiatives into margin expansion, workflow productivity, and exit-story readiness in terms a CFO or LP can evaluate.
"The question is never whether AI is happening. The question is whether it's being counted."
8 min read
Value levers mapped
Why Most Enterprise AI Governance Programs Fail Before They Launch
The gap isn't policy — it's operating infrastructure. Most governance programs are built on paper, not wired into decision rights, approval workflows, and human oversight mechanisms. Here's what actually works.
Article 6 min read
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AI Readiness Scorecard for Regulated Healthcare Enterprises
A 40-point diagnostic covering data infrastructure, talent, governance, risk posture, and operating model maturity. Used in buy-side diligence and enterprise AI audits. Download free — no fluff, no upsell embedded.
PDF Download Free tool
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From Pilot to Production: The Operating Model Question Nobody Asks
Enterprises don't fail at AI because they can't build models. They fail because they don't build the operating infrastructure around them. This piece covers the five structural decisions that determine whether a pilot compounds or dies.
Article 7 min read
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What PE Operating Partners Get Wrong About AI Due Diligence
Most AI diligence asks the wrong questions. It focuses on what exists rather than what's defensible, scalable, and financially material. A framework for deal teams who need to assess AI as a value driver, not just a technology risk.
Article 9 min read
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HIPAA, the AI Act, and 21st Century Cures: What Healthcare Executives Actually Need to Know
Regulatory guidance on AI in healthcare is proliferating faster than most legal teams can track. This piece distills the three frameworks that materially affect AI deployment decisions for payers and providers right now.
Article 10 min read
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The AI Value Control Plane: An Operating Framework for Enterprise AI
A proprietary framework linking readiness assessment, use-case intake, governance, cost observability, ROI modeling, and human oversight into a single, manageable system. The architecture behind how we run AI functions for portfolio companies.
Framework 12 min read
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New frameworks and articles, when they're ready.
We publish infrequently and only when there is something worth saying. No newsletter cadence, no content calendar — just substantive thinking when it's done.
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The resources here reflect how we think. The retainer is how we work together.