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Articles & Deep Dives

The complete archive of our thoughts, essays, and rigorous analysis. Discover in-depth research on enterprise engineering, artificial intelligence, and digital strategy.

Your AI Roadmap Is Wrong: Planning for a Future You Cannot Predict
strategyRecently Published

Your AI Roadmap Is Wrong: Planning for a Future You Cannot Predict

AI moves too fast for a committed roadmap. The Bet Portfolio — exploit, explore, insure — replaces a linear plan with bets you rebalance as the future arrives.

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Build, Buy, or Neither: Where Your AI Advantage Actually Lives
strategyRecently Published

Build, Buy, or Neither: Where Your AI Advantage Actually Lives

The build-vs-buy AI question is wrong: you needn't own a layer to benefit. The Advantage Map decides build, buy, or neither — by edge and by what is core.

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Capability Is Becoming Free. Judgment Is Becoming Everything.
strategyRecently Published

Capability Is Becoming Free. Judgment Is Becoming Everything.

AI capability is commoditizing fast. The durable advantage is judgment: where to apply it, what to refuse, how to earn trust, what to fund. The AI-native stack.

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The AI Business Case That Survives a CFO: Total Cost of Ownership, Not Build Cost
strategyRecently Published

The AI Business Case That Survives a CFO: Total Cost of Ownership, Not Build Cost

Most AI business cases model only build cost and fail within a year. The Three Cost Curves — build, run, switch — model and defend an AI investment to a CFO.

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The Real AI Moat Isn't Your Model. It's Your Data Exhaust.
dataRecently Published

The Real AI Moat Isn't Your Model. It's Your Data Exhaust.

AI models are commoditizing. Durable advantage lives in data exhaust: interaction data, expert corrections, evaluation sets, workflow logic. The real AI moat.

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The Pilot Trap: Why Your AI Never Leaves the Lab
strategyRecently Published

The Pilot Trap: Why Your AI Never Leaves the Lab

Most AI gets stuck in perpetual piloting. The Production Gradient turns the leap to production into a path of stations with exit criteria, so pilots graduate.

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Knowing What Not to Automate: The Highest-Leverage Skill in Enterprise AI
designRecently Published

Knowing What Not to Automate: The Highest-Leverage Skill in Enterprise AI

The highest-leverage AI skill is knowing what not to automate. The Automation Line maps stakes against the context a model can't see to choose what stays human.

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