Acceptance sampling answers a narrow question: should this lot be accepted based on a sample? It does not create quality or replace process control for critical characteristics.
A practical route
Define the lot, characteristic class, inspection level, and AQL before the lot arrives. Use the AQL calculator for a planning estimate, then verify the exact code letter and Ac/Re values against your licensed ANSI/ASQ Z1.4 or customer table. Keep critical, major, and minor defects separate.
What good looks like
The process is visible at the point of work. The person doing the task knows the current requirement, the person approving it can see objective evidence, and the owner can tell whether the control worked. Keep the record small enough to complete in the moment: requirement, result, exception, owner, date, and next decision.
The failure mode to avoid
Do not solve a recurring process problem with a longer form alone. Watch one real job, find the handoff that breaks, and change the workflow or responsibility. Then sample the next few records to confirm the change stuck. The output should be a record someone else can verify. Use the inspection planning. to keep that chain together.