DLX Evaluator Kit

DLX / Auditable Execution Gateway

Silent failures are the expensive failures.

This calculator tells an evaluator how much silent workflow failure may cost each month before and after a rough reduction estimate.

Enter a monthly workflow volume, an estimated failure rate, and a rough manual rework cost to estimate silent-failure loss.

This is an estimate of silent-failure cost, not a formal financial guarantee. The purpose is to model avoidable downstream cost when schema-valid output is still wrong, incomplete, or operationally unsafe.

Inputs

Estimated Monthly Impact

Estimated Monthly Failure Count 0
Estimated Monthly Manual Rework Cost $0
Total Estimated Monthly Failure Cost $0
Estimated Post-DLX Cost $0
Estimated Monthly Savings $0

This estimate treats failure reduction as reduced silent-failure incidence and the downstream rework or loss tied to those failures. It is meant to support pain validation and workflow review conversations.