Workflow Reliability Score

No controls

Blind create/update on each run.

Partial controls

Some dedupe logic, but inconsistent.

Strong controls

Stable keys and check-before-write across critical steps.

No validation

Bad payloads can flow downstream.

Basic validation

Some required-field checks exist.

Production validation

Schema and business-rule checks block bad writes.

Silent failures

Incidents found manually later.

Partial alerts

Some alerts, missing owner routing.

Owner-routed alerts

Failures are routed with context and clear ownership.

Unsafe replay

Manual reruns risk duplicate side effects.

Ad hoc replay

Recovery exists but not standardized.

Controlled replay

State-driven replay procedure with known behavior.

Low traceability

No reliable run-level evidence.

Partial traceability

Some logs exist but scattered.

Audit-ready trace

Consistent run logs with timestamps and outcomes.