57% of enterprises face AI trust crisis: retrieval isn't the problem
venturebeat research finds 57% of firms hit ai hallucinations tied to bad context, not retrieval tech, signaling a deepening trust gap.
venturebeat's survey of 101 enterprises shows retrieval-augmented generation is failing to stop hallucinations, with 57% of firms reporting confident but wrong answers from agents in the last six months. while provider-native retrieval from openai and google has overtaken dedicated vector databases in usage, a majority (58%) are building governed semantic layers to ensure accuracy. the data reveals a 'context gap' where agents sound authoritative but lack reliable backing, leading 57% of firms to plan switching providers within the year despite the current dominance of big tech's native tools.