01
Detect
Every request is fingerprinted and scored on arrival, then streamed to the detect log with the signal that tripped it — blocked, challenge, or clean.
See who's tunneling through your API, how they're scoring free tokens, and cut them off before the next invoice.
The Vectoral platform
Behavioral fingerprints, request-graph clustering, and abuse-network intelligence flag reseller traffic the moment it routes through your endpoints.
01
Every request is fingerprinted and scored on arrival, then streamed to the detect log with the signal that tripped it — blocked, challenge, or clean.
02
Every scored request lands in recent activity with its score, the pattern that drove it, and a verdict — blocked, review, or allowed.
03
Sort users by spend, find the account burning your bill, and block it. Every future scored request for that account is denied.
04
Inline decisions — throttle, rotate keys, or refuse calls before the tokens are ever spent.
Attack patterns we shut down
Token reselling isn't one attack — it's a supply chain. Stolen keys, leaked credentials, proxy software, abuse marketplaces. Vectoral covers all of it under one detection engine.
Detect requests tunneled from third-party services and resold as cheap model access on grey-market AI sites.
Catch leaked or scraped credentials replayed against your endpoints from foreign IPs and known abuse networks.
Block headless clients running token-extraction scripts to feed reseller inventory in bulk.
Identify unauthorized chat UIs and downstream APIs proxying your endpoint without your consent.