Extract the information.
Keep the evidence.
Field counts tell only part of the story. We also ask where a value came from, whether it passes the checks and how to avoid the same error next time.
Interactive concept example. All documents, versions and check results below are synthetic. This is not customer data, a live model run or evidence of a measured quality improvement.
Source document
SYNTHETIC DOC-001[L1] Project: sample equipment purchase.
[L2] Quantity ordered: 20 units.
[L3] Unit price: CNY 1,200, including tax.
[L4] Delivery: 15 business days after order confirmation.
[L5] Shipping charges to be agreed by both parties.
SOURCE PRESERVED · EVIDENCE LINKED
A candidate is not an approved version.
This example follows one known error into the improvement process. Adopting the candidate still requires independent examples, regression checks and the agreed release decision. Unverified results remain unknown.
Bring us a real task.
First, agree on what a good result looks like. Then work out how to get there.