aoa-automation-opportunity-scan

To detect recurring manual processes, apply this classification to reviewed sessions or audit loops to evaluate repeat signals and friction, generating automation candidate receipts for traceability without granting execution authority.

Classifying manual tasks for automation readiness involves evaluating determinism, repeat signals, and approval sensitivity to emit a seed-ready or not-now verdict with explicit checkpoint flags for routing to owners.

Yes, you can generate automation receipts from audit reports without execution authority by applying this detection to repeated project slices, producing Core Skill Application receipts and risk posture assessments for review.

Evaluating risk posture and checkpoints for automation candidates requires applying classification logic to manual routes, producing seed-ready or not-now decisions with explicit checkpoint flags rather than executing the process directly.

Yes, this automation opportunity scan works with repeated project slices and audit loops by detecting where manual routes repeat, classifying them based on determinism, and packaging them as opportunity packets.

You should avoid using automation detection on manual workflows when processes lack repeat signals or require high approval sensitivity, as the classification will emit a not-now verdict with checkpoint flags rather than a seed-ready decision.