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Why Traditional Knowledge Management Systems Fail in Frontline Operations Many organizations still rely on outdated documentation systems, static manuals, and disconnected databases that fail to support workers when they need information the most. This is where ai and knowledge management is redefining how businesses empower their frontline workforce.