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Practical thinking for securing organizational AI. Get clear ideas for AI rollout, workspaces, rules, reporting, cost visibility, and the operating decisions that help teams use AI with confidence.

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Recent thinking and practical guidance for this topic.

The Hidden Cost of “Free” AI

Featured insight

The Hidden Cost of “Free” AI

If you’re using AI at work, you’re not alone, and you’re not wrong for wanting it. The problem is how most companies have forced it to happen:employees adopt AI faster than IT can approve it, and the default ...

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Why Enterprises Can’t Afford to Operate Without an AI Gateway
AI Cost Optimization

Why Enterprises Can’t Afford to Operate Without an AI Gateway

Why Enterprises Can’t Afford to Operate Without an AI Gateway AI is no longer a side experiment—it’s embedded across every business function. From ...

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Fast, Cheap, and Out of Control: The Hidden Cost of AI Automation
IT Leadership AI Governance AI Cost Optimization

Fast, Cheap, and Out of Control: The Hidden Cost of AI Automation

AI automation was supposed to save us all time. Instead, it might be saving us from sleep.

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From Tokens to Outcomes: A CFO’s Guide to Measuring GenAI ROI in 2025
AI Cost Optimization

From Tokens to Outcomes: A CFO’s Guide to Measuring GenAI ROI in 2025

2023 and 2024 were the years of AI experimentation. 2025 is the year of AI accountability. CFOs across industries are now being asked the hard ...

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What Actually Happened to Enterprise AI Spend
AI Cost Optimization

What Actually Happened to Enterprise AI Spend

From Experimentation to Execution Between 2022 and 2024, enterprise investment in AI-centric systems surged by an annual rate of 27%, hitting $19.5 ...

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