Is this a good fit?
Teams organize catalogs, specifications, contracts and file versions, with defined key fields and a current-version policy.
When to improve the process first
If nobody can identify the correct field values, start with a small labeled sample and a review owner.
Recurring work this can handle
- Extract product models, dimensions and units
- Compare versions; flag conflicting or missing specifications
- Prepare field records and a list for verification
What design starts with
Representative sanitized files, required fields and units, and an owner who can resolve versions and values.
Confirm access and review for your project.
These are workflows we can design. Sources, connections, fields, permissions and human review are agreed before implementation and acceptance. They are not a list of ready-made connectors.
Not sure this fits your business?
Steps from source material to result
Model: X20
Document: v2
- Model
- X20
- Document version
- v2
- Source
- PDF · 02
Keep the source for each field. Flag missing information.
Human review- 01
Receive an agreed file type and record its version
- 02
Extract fields with page or row references
- 03
Check units, format, gaps and version conflicts
- 04
Review before export or use in an approved workflow
Inputs your team provides
- Product catalogs, specifications, contracts or other sanitized files
- Target fields, current-version rules and review requirements
Outputs your team can inspect
- Structured records in an agreed format with source references
- A review list of missing, conflicting and unreadable values
Where judgment stays human
Unreadable scans, ambiguous units and version conflicts go to the document owner. Missing values stay unresolved; important fields are reviewed before use in replies or record updates.
How to judge whether it works
Check fields, references and exception detection using files held out of development, and record correction effort.
Two specification sheets: identify a conflicting value.
Workflow illustration · Fictional data
- What starts it
- Fictional example: a new X20 specification sheet in an approved folder lists different packaging dimensions from an older spreadsheet.
- The intended path
- Extract the model, dimensions, units and version with page or row references. Compare records for the same model and produce a field table with a conflict list.
- When it needs a person
- When the current version is unclear, do not choose a value. Missing units, unreadable scans and unmatched models go to the source owner. Only confirmed fields proceed to replies or exports.
- How to check it
- Use held-out files to check fields and source locations, covering version conflicts, missing units and poor scans. Record manual correction time.
Questions, answered
Practical questions before committing to a project.
Which file types are supported?
Agree the formats and representative samples first. PDF, spreadsheet or image handling depends on document quality, layout and the selected implementation.
Is extraction accuracy guaranteed?
No universal percentage applies. Acceptance should use your representative test set, field importance and agreed review rules.