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Enterprise AI Cost in 2026: TCO, Infrastructure & Hidden Costs
The cost of an enterprise AI system is far greater than its LLM licence or monthly token bill. Cloud or GPU compute, data preparation and retrieval, application integration, security controls, testing and monitoring, human oversight, and maintenance are all part of the real enterprise AI infrastructure cost. The costs escalate as usage increases, workflows become more complex, and access to sensitive information or business critical tools are gr…
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Enterprise AI Cost in 2026: TCO, Infrastructure & Hidden Costs
The cost of an enterprise AI system is far greater than its LLM licence or monthly token bill. Cloud or GPU compute, data preparation and retrieval, application integration, security controls, testing and monitoring, human oversight, and maintenance are all part of the real enterprise AI infrastructure cost. The costs escalate as usage increases, workflows become more complex, and access to sensitive information or business critical tools are gr…
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