What is total cost of ownership (TCO)?
The complete lifetime cost of running an AI agent, not just the per-resolution price. What real ROI hinges on.
Total cost of ownership, or TCO, is the complete cost of running an AI agent over its lifetime, including onboarding, integration, training, and ongoing maintenance, not just the per-resolution price.
TCO is what determines real ROI, and it is why a free or low-priced agent can end up costing more than a higher-priced one that resolves more and requires less upkeep.
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Related terms
- Fully loaded cost per conversation The real cost of a human-handled conversation, beyond salary. Most teams underestimate it.
- Break-even threshold The automation rate at which an AI agent's value exceeds its total cost. Every resolution past it is high yield.
- Budget reallocation Realigning support spend to an AI-first model instead of cutting it. From cost savings to redeployment.
- Support cost decoupling Breaking the old link between business growth and support headcount growth.