AI Just Sent a $500M Invoice — Here’s What Went Wrong

$500M. One month. On AI.

A company reportedly spent half a billion dollars on Claude — simply because no usage limits were in place.

This isn’t just a mistake. It’s a pattern:

→ Token-based pricing
→ Agentic AI = exponential usage
→ Costs scale faster than value

Even leaders like Microsoft and Uber are now questioning ROI.


This is where Pega is different.

At PegaWorld 2026:

:white_check_mark: No per-token pricing for workflows
:white_check_mark: Predictable cost per business outcome
:white_check_mark: AI reasoning shifted to design time (not runtime)


Bottom line:
AI shouldn’t charge you for “thinking harder.”
It should charge you for getting work done.

Article available here: MSN

Don’t you think that tokens eventually will be cheap enough as well we learn how to better constrain coding agents to use less token be adding repeatable scripts/workflows, caching etc?