Summary
A recent VB Pulse survey indicates that enterprises with AI context layers report agent failures at more than twice the rate of those without, with 68% tracing confident but wrong AI answers to missing or inconsistent business context. The study also found that while enterprises are shifting buying decisions towards governance, correctness remains the primary success metric for AI systems.
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