The True Cost of AI: Connecting AI TCO and Data Center Economics

Your download includes a complete resource kit designed to jump-start your learning.

Total cost of AI don’t stop at the invoice. GPU spend, token consumption, and vendor licenses are visible, but for AI workloads running in hybrid or on-premises environments; they’re only part of the picture. Power, cooling, real estate, and facility operations also shape what AI costs to run.

IBM Apptio connects AI TCO and Data Center TCO in a single system of record, giving IT and finance leaders a clearer view of AI economics, from consumption to the data center resources supporting it.

With IBM Apptio, you can:

  • See the full cost picture across AI spend, labor, vendors, infrastructure, and facility economics.
  • Understand unit economics across cost per kilowatt, rack, and application.
  • Weigh on-premises against cloud, backed by real data center cost and capacity data, so workloads land where they perform best and cost least

Named a Leader in The Forrester Wave™: IT Financial Management Software, Q2 2026, IBM Apptio received the highest Current Offering score among evaluated vendors and was recognized as the only vendor offering purpose-built TCO calculators for AI and cloud.

See how IBM Apptio connects AI TCO and Data Center TCO.

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Your download includes a complete resource kit designed to jump-start your learning.

Total cost of AI don’t stop at the invoice. GPU spend, token consumption, and vendor licenses are visible, but for AI workloads running in hybrid or on-premises environments; they’re only part of the picture. Power, cooling, real estate, and facility operations also shape what AI costs to run.

IBM Apptio connects AI TCO and Data Center TCO in a single system of record, giving IT and finance leaders a clearer view of AI economics, from consumption to the data center resources supporting it.

With IBM Apptio, you can:

  • See the full cost picture across AI spend, labor, vendors, infrastructure, and facility economics.
  • Understand unit economics across cost per kilowatt, rack, and application.
  • Weigh on-premises against cloud, backed by real data center cost and capacity data, so workloads land where they perform best and cost least

Named a Leader in The Forrester Wave™: IT Financial Management Software, Q2 2026, IBM Apptio received the highest Current Offering score among evaluated vendors and was recognized as the only vendor offering purpose-built TCO calculators for AI and cloud.

See how IBM Apptio connects AI TCO and Data Center TCO.