Building Your AI Accuracy Survival Kit

As organizations rush to scale AI, accuracy has emerged as the most underestimated — and potentially costly — barrier to real value. With generative AI error rates ranging from 3% to 25%, AI now makes mistakes faster than humans can detect them. Drawing inspiration from Gartner’s 2025 IT Symposium keynote, Walking the Golden Path to AI Value, this session shows technology leaders how to build an “AI Accuracy Survival Kit” that safeguards outcomes, reduces risk and ensures AI investments match the readiness of current capabilities, costs and vendors. 

• Assess the readiness of AI capabilities and determine whether accuracy levels match your use case needs

• Identify where AI accuracy risks pose the greatest threat — and what “good enough” looks like for different business contexts

• Build an AI accuracy survival kit that helps you choose the right tools, vendors and controls before scaling AI

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