[KongchangAI]
ConceptTotal Cost of Ownership / TCO

Total Cost of Ownership

The appropriate basis for evaluating automation investment, requiring that one-time costs and ongoing costs both be counted, including hidden costs such as prompt maintenance, regression testing for model upgrades, failure retries, and training.

Timeline (last 90 days)

Nov 3

For large-scale deployment, inference cost often accounts for the main part of TCO, so small differences in the cost line are significantly amplified at scale.

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Oct 17

TCO (total cost of ownership) is a financial framework commonly used to evaluate IT infrastructure investments; it requires taking into account all direct and indirect expenses of an asset from procurement to retirement, including hardware amortization, power and cooling, and operations staffing.

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Oct 14

Total cost of ownership (TCO) is the correct basis for evaluating automation investments, and it requires counting one-time investments together with ongoing costs.

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