Evidence, Clearly Labeled
SentienGuard is running software with production deployment and external validation. Replay benchmarks help show coverage and speed, but they are not presented as customer-production statistics.
Production Reality
We do not publish customer totals, fleet counts or performance figures that cannot be substantiated publicly.
Validation Evidence
Public incident timelines and recurring infrastructure failure patterns were reconstructed in a simulated environment and evaluated against the standard playbook library. The 87% coverage and under-90-second figures elsewhere on the site refer to that replay dataset—not broad customer outcomes.
Novel, ambiguous and cascading failures remain human work by design.
An observation-only assessment measures your incident mix, proposed playbook coverage and control boundaries. Approval mode then creates evidence on real incidents before any playbook is promoted to autonomous execution.