The AI spending spree is over. Here are 5 steps to prepare for the next wave of consumption

A woman out of focus in the background touches the word AI, lit up in glowing yellow light, in the foreground. The woman is wearing smart glasses.

For the last two years, many organizations have treated AI adoption as the goal. The more users, tools and experiments, the better. Today, leaders are no longer measuring success by adoption alone. They are asking what it costs, where it creates value and whether the business can afford to scale it responsibly.

That is the next chapter of AI and technology spend management. The companies that thrive in this environment won't necessarily be the ones consuming the most technology. They will be the ones that can connect technology consumption to measurable business value.