Unstructured work turns source documents into material that downstream systems can search, classify, or analyse. Strawberry can inspect an extraction result beside its source, find sections that lost structure, prepare a test set, and organise a pipeline review around the documents that need an engineer’s attention.
01
Extracted text needs to be checked against the source structure.
A document can appear processed while its headings, tables, or notes have been flattened into the wrong shape. Strawberry can compare the source and visible result, then list the parts a pipeline owner should inspect.
02
A failed document becomes useful when failures are grouped by pattern.
One bad PDF is an incident, but five similar failures may point to a parser, file type, or input condition. A companion can organise the visible results into a debugging queue with clear next tests.
03
An ingestion ticket needs an expected result as well as an error message.
The engineer who takes it on needs the source traits, actual output, acceptable output, and a repeatable way to verify the fix. Strawberry can prepare that brief from the information shown in the browser.
04
Friday review makes recurring document failures visible before the team loses the week’s examples.
The pass can collect suspicious outputs and failed files for investigation without reprocessing data or editing a pipeline configuration. Strawberry can prepare that quality review at 11:30.
Unstructured Strawberry