Is your architecture preventing you from calculating AI value?

Organizations face a critical trade-off: managed AI services enable quick deployment but hide costs, while self-managed infrastructure offers granular visibility. As enterprises scale AI agents, precise cost tracking becomes essential—yet managed services lack transparency on expenses. Future success requires shifting from price-per-token to cost-per-task metrics and controlling infrastructure for real-time insights into AI workload expenses.

https://www.cio.com/article/4231999/is-your-architecture-preventing-you-from-calculating-ai-value.html

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