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Most enterprise AI projects don’t fail because the models are wrong. According to Gartner, 60% of
LlamaIndex, LangChain, and Haystack can each spin up a working RAG prototype in an afternoon.
Most enterprises do not lose to competitors because they lack data. They lose because that
Poor data quality costs the average organization $12.9 million a year, by Gartner’s estimate. Much of
Most engineering teams running AI agents juggle four or five at once and spend a
Most organizations assume they are safe once someone is past the login screen. That assumption










