In the lab · Early access
TokenDetective
Follow the tokens.
Find the waste.
Import your AI API usage logs to spot expensive prompts, repeat requests, oversized model calls, and possible runaway loops—with a clear place to start fixing them.
For developers paying for AI APIs
01Import your AI API usage logs
02Find the requests driving your bill
03Get a prioritized list of changes
The idea, in practice
The bill is only half the story.
Less guessing. A clearer next fix.
This is an illustrative concept, not a working product demo.
TokenDetectiveConcept preview
PATTERN FOUND
The same prompt was sent 48 times
WHY IT MATTERS
Repeated requests can quietly multiply your spend
FIX FIRST
Cache repeated responses before changing models