Illustrative example
Nightjar Security is a composite example, not a named customer. The situation and the way it was solved are drawn from what teams actually bring to us; the company itself is invented. Real customer stories are published only with the customer’s permission and their own name on them.
The situation
Blocking by IP caught some of it and locked out legitimate users behind corporate NAT. Every rule added a support ticket.
What they did
Abuse Checks was run in monitor mode first, recording what it would have blocked, so the false-positive rate was known before enforcement.
What changed
Enforcement went on with numbers rather than hope. Legitimate sign-ups were unaffected.
Evaluate the intended workflow
This composite story explores a roadmap outcome. Compare it with the implemented product boundary and current release evidence before planning an integration.