Zero-trust forevery prompt.
Rota Engine treats every request as untrusted input. Decode, classify, redact, route and log — in a single deterministic path that auditors can replay.
Prompt injection defense
Pattern + semantic detection over decoded payloads. Blocks before tokens reach a model.
PII & secret redaction
Inline redaction of identifiers, credentials and regulated data — reversible only with policy.
Insecure output handling
Post-hooks scrub model output before it returns to your app or downstream tools.
Risk classification
Every request tagged with risk class, data class and tenant — surfaced to dashboards and SIEM.
Data residency
Self-hosted in your VPC. No telemetry leaves the boundary. Zero retention by default.
Immutable audit chain
Hash-linked decisions, exportable to your SIEM. Auditors accept the trail, not a screenshot.
Aligned with
Run our test suite against your traffic.
We replay your prompts through the sanitizer and report what would have leaked, broken or jailbroken — in numbers.