tech
Burning through your AI budget? Here's how to keep innovating without the waste.
As AI becomes part of everyday work, leaders have to manage AI costs by making deliberate decisions about where every dollar creates value.
TL;DR
- AI costs increase due to thousands of small decisions, not just large ones.
- Enterprise AI spending has more than doubled while token prices have fallen significantly.
- Organizations need to improve visibility into AI usage, especially when it runs on individual desktops.
- Choosing the right AI model for specific tasks prevents overspending on premium models for routine work.
- Inefficient AI use, such as weak prompts, repeated reruns, and using AI for simple tasks, acts as a hidden cost.
- AI cost management should not solely rest with IT; business teams making usage decisions must also understand the costs.
- Aligning AI investments with business outcomes requires deliberate decision-making about value creation.