If your business uses AI tools that charge per API call or per token, you have probably seen your monthly bill spike without warning. This is called token shock, and it is one of the biggest hidden costs of cloud-based AI.
How token shock happens
Most cloud AI services charge based on usage. The more your team uses the tool, the higher the bill. When usage increases (say, during a busy month or after onboarding new staff), costs can double or triple overnight. There is no cap and no warning.
The fix: local AI with fixed costs
The alternative is running AI on your own hardware. Once the system is set up, your costs are fixed. No per-use fees, no surprise invoices. Your team can use it as much as they want without worrying about the bill.
Is it right for your business?
If your monthly AI costs are unpredictable, or if you are avoiding AI because of pricing concerns, a local deployment might be the right move. We offer a free consultation to help you figure out whether it makes sense for your situation.