Track pilot-batch checks before full production
A test batch is approved without clear checks or follow-up on defects.
For a team deciding whether a pilot batch is ready for broader production.
What good looks like.
A documented batch disposition and scale decision are supported by inspection evidence and owned corrective actions.
- Starts when
- A pilot batch is complete and available for inspection.
- Accountable owner
- Quality lead
Where AI could help.
AI could organize defect notes and highlight recurring observations. Qualified people set sampling criteria, perform physical checks, and authorize release.
How the work could move.
A suggested process to adapt to your team. Each handoff needs a clear owner and a visible check.
Confirm the test plan
Quality lead
Attach the approved sample selection, characteristics, tolerances, and batch traceability.
Ready when: The plan identifies what can be concluded from the inspected sample.
Inspect the pilot
Quality reviewer
Record tested units, measurements, defect photos, packaging results, and excluded checks.
Ready when: Counts reconcile to inspected units and failures remain visible.
Dispose of the batch
Quality lead
Record release, hold, rework, or reject decisions with quantities and a named physical-stock owner.
Ready when: Failed units cannot be mistaken for available stock.
Close the scale review
Product and manufacturing leads
Link corrective actions, retest evidence, and the production decision.
Ready when: Required corrections are verified before the approved production step begins.
Explore the setup, checks, and exceptions
Start with your tools.
Use an inspection worksheet linked to batch and specification records. Keep any warehouse quality hold in the inventory system and mirror its reference in the review record.
When things go wrong.
- An untraceable batch remains unresolved even if sample units look acceptable.
- A failed critical check goes to the qualified owner before any release decision.
- A small successful pilot does not establish that future batches will be consistent.
A useful first step.
Run the inspection record on one pilot and reconcile tested, held, and accepted quantities.
What to measure
Track first-pass yield, unresolved corrective actions, and recurrence in later batches.
Want this working with your team and tools?
Build it yourself, adapt what you already have, or work with us. We can help you choose where to start and handle the technical build.