Raktim Singh

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Artificial Intelligence

The Enterprise AI Runbook Crisis
Artificial Intelligence

The Enterprise AI Runbook Crisis: Why Model Churn Is Breaking Production AI—and What CIOs Must Fix in the Next 12 Months

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The Enterprise AI Estate Crisis
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The Enterprise AI Estate Crisis: Why CIOs No Longer Know What AI Is Running — And Why That Is Now a Board-Level Risk

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The Intelligence Reuse Index
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The Intelligence Reuse Index: Why Enterprise AI Advantage Has Shifted from Models to Reuse

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What Is Enterprise AI
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What Is Enterprise AI? Why “AI in the Enterprise” Is Not Enterprise AI—and Why This Distinction Will Define the Next Decade

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The Action Threshold
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The Action Threshold: Why Enterprise AI Starts Failing the Moment It Starts Acting

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Brownfield Agentic AI
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Brownfield Agentic AI: Why Wrapping Core Systems Is the Only Scalable Path to Enterprise Autonomy

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The Enterprise Model Portfolio
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The Enterprise Model Portfolio: Why LLMs and SLMs Must Be Orchestrated, Not Chosen

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Forward-Deployed AI Engineering
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Forward-Deployed AI Engineering: Why Enterprise AI Needs Embedded Builders, Not Just Platforms

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Continuous Recomposition
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Continuous Recomposition: Why Change Velocity—Not Intelligence—Is the New Enterprise AI Advantage

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What is the Human–Agent Ratio?
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The Human–Agent Ratio: The New Productivity Metric CIOs Will Manage—and the Enterprise Stack Required to Make It Safe

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