We updated the model behind Ramp AI Index to more accurately capture outlier categories of AI spend. Our updated model better captures certain API spend and new subscription offerings introduced since our previous model update. These changes moderated the size of the decline.

We updated the model behind Ramp AI Index to more accurately capture outlier categories of AI spend. Our updated model better captures certain API spend and new subscription offerings introduced since our previous model update. These changes moderated the size of the decline.

We updated the model behind Ramp AI Index to more accurately capture outlier categories of AI spend. Our updated model better captures certain API spend and new subscription offerings introduced since our previous model update. These changes moderated the size of the decline.