The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs
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The agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials
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The AI context gap: Enterprise AI organizations have a trust problem, not a retrieval problem — and most are still building the fix
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The agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway
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Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents
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