Manufacturing Document Processing

Extract data from product specifications

Unstract reads finished product specifications, supplier spec sheets and datasheets, as PDFs or scans, extracts every attribute with its tolerance and sends the checked record to your ERP or MES.

product-spec-cs18-pnp-08n-rev-c.pdf · supplier data sheetstructured data
{  "supplier": "Brandt-Cove Sensing",  "part_number": "CS18-PNP-08N",  "revision": "C",  "supersedes": "Rev B",  "body_length_mm": 60,  "length_tol_mm": 0.3,  "housing_material": "Stainless steel 316L",  "operating_temp_c": "-25 to +70",  "supply_voltage": "10-30 V DC",  "compliance_marks": "CE, UL Listed, RoHS, IP67",  "approved_by": "R. Okafor",  "confidence": 0.94}

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What arrives

Each supplier writes its spec sheet its own way

A clean datasheet PDF from the supplier's website is the easy case. Engineering inboxes fill up with these.

Printed, marked up at the line, then scanned back in

OP TEMPAMBIENTT OPER

Three suppliers, three names for one temperature range

REVTOLERANCE±0.2APPROVED?YESNO

A tolerance crossed out and rewritten during review

PDSDWGDOCPIF1 PART · 31 PAGES

Data sheet, drawing, compliance declaration and product information form in one file

CONFIG REPORT · 46 SKUS · 22 ATTRS

A configuration report with every variant on its own row

An engineer keys each attribute into the item master by hand and compares every tolerance with the drawing, so a new part waits weeks before planning can schedule it.

Unstract reads each spec sheet in the supplier's own layout, pulls every attribute with its unit and tolerance, compares them with your specification and sends the record to your ERP or MES.

Book a consultationFree consultation worth $1,000. Bring a new part's spec sheets and see them read.
How it works

Parse, extract and check product specifications on one platform

Read the spec sheet, turn every attribute into data, then run the revision check around it. Each product works alone, and the three together run the whole release.

Product specification OCR

Parse every product specification with its attribute tables intact

Capture the full text of a finished product specification, a supplier datasheet or a product information form, whether it arrived as a vector PDF or a marked-up scan. Attribute tables keep their rows: a tolerance stays beside its own dimension, a unit stays beside its value, and a rating in a footnote is read with the line it qualifies.

Send the text to your own LLM, or make parsing the first step of a spec review workflow.

Learn more about LLMWhisperer
PART NO.CS18-PNP-08NREVISIONC (supersedes B)BODY LENGTH60.0 ± 0.3 mmMATERIALStainless steel 316LOPER. TEMP-25 to +70 °CSUPPLY10-30 V DCMARKSCE, UL, RoHS, IP67
AI data extraction

AI specification extraction that checks each product specification against yours

Name the attributes you track for each product family, and every spec sheet comes back in one JSON structure, whether the supplier writes "OP TEMP", "ambient" or "T oper". Each value carries its unit and tolerance, so a band that is looser than your drawing, a missing rating or a revision newer than the one on file arrives flagged with the reason.

Call it as an API from your PLM, run it as an ETL pipeline from an engineering inbox or shared folder, or make it one step in an orchestrated release.

Learn more about Document Studio
part_numberCS18-PNP-08N✓revisionC⚑length_tol_mm0.3⚑housing_materialStainless steel 316L✓operating_temp_c-25 to +70✓⚑ on file is rev B⚑ your drawing ± 0.2
Agentic process automation

Run the spec review from supplier email to item master

Describe your product specification review in plain English and Flow's agents build the workflow. Spec sheets are picked up from engineering or supplier inboxes, each one is read, every attribute is compared with the current revision on file, and any change is marked line by line. Approved data goes to your ERP or MES. You approve the workflow once, and it runs the same way on every spec sheet.

Set the points where a manufacturing engineer steps in: a tolerance wider than your drawing, a new revision, a missing compliance mark, a material substitution. Only those parts stop, with the old and new values side by side. Unstract reads and compares; your engineers still release the part.

Learn more about Flow
1
Spec intakeSpec sheets and datasheets from engineering or suppliers
2
Read and extractParseEvery attribute table as text, rows keptExtractProduct, attributes, tolerances, test methods, revision
3
CheckAgainst the revision on file; every change flagged
4
UpdateApproved values written to your PLM, QMS or item master

Read your spec sheets today. Run the full review when you're ready.

Start for free to parse and extract your own product specifications now. Automating the spec review begins with a consultation.

Supported documents, processes & fields

Product specifications, datasheets and the forms that travel with them

Documents

  • Finished product specifications
  • Supplier specification sheets
  • Product data sheets
  • Technical datasheets
  • Product configuration reports
  • Product information forms
  • Material specifications
  • Packaging specifications
  • Customer product specifications
  • Specification change notices
  • RoHS and REACH declarations
  • Drawing title blocks and notes

Fields captured

Product namePart numberSupplier part numberRevision and issue dateSuperseded revisionSpec numberSupplier nameProduct familyDescriptionUnit of measureApproval statusApprover and date
Who it's for

For the teams that release parts into production

Production planners

New parts reach the item master with every attribute filled in, so routings and schedules don't wait on someone keying a datasheet.

Manufacturing engineers

Each supplier spec compared with your drawing, with the looser tolerance or the changed material named before the part is released.

Plant operations teams

Revisions tracked part by part, so the line builds to the current spec and an outdated sheet never reaches the floor.

Contract manufacturers

Customer specifications turned into one structured record per product, ready to load into your ERP or MES before the first run is quoted.

Outcomes

Parts released sooner, fewer spec mismatches

<3 minfrom spec sheet received to a checked record in your ERP or MES
91%of spec sheets processed without an engineer's edit
54%fewer hours keying attributes into the item master in the first quarter
2×faster from a new supplier datasheet to a released part
Much more reliable extractions. A correct understanding of complex tables, item lines, hierarchical structures, etc. A reduction in the error rate in your LLM automations.
G2Guillaume BonnericDeveloper, Akkodis · Reviewed on G2
1 / 3
Security

Unreleased designs and supplier specs stay private

A product specification can describe a part that hasn't launched yet, and a supplier's spec sheet shows its materials and tolerances. An unreleased design in the wrong hands gives away your next product, and a leaked supplier spec breaks the confidentiality terms you signed.

AICPA SOC 2ISO 27001GDPRHIPAA
  • Encrypted in transit and at rest.
  • Product specifications are never used for model training.
  • Access by role, plant and product line, with every correction and approval recorded against the part.
  • You set retention: spec sheets are kept as long as your document control requires, then deleted.
  • Self-hosted deployment for manufacturers that keep product designs inside their own network.
See how product and supplier data is protected in the Trust Center
Questions

What engineering and production teams ask before they start

Send the PDFs to Unstract from an engineering inbox, a shared folder or an API call. LLMWhisperer reads each one with its attribute tables intact, and Document Studio returns the part number, revision and every attribute with its unit and tolerance as JSON, ready for your ERP or MES.

It reads a specification the way an engineer does: it finds each attribute by what it means, not where it sits on the page. Document Studio uses LLMs to map "OP TEMP", "ambient" and "T oper" to the same field, so specs from different suppliers land in one schema.

A datasheet extraction tool should keep each value beside its unit and tolerance, read scans as well as clean PDFs, handle a new supplier's layout without a template, and show where on the page each value came from. Unstract does all four, and it compares the result with your own spec before anyone loads it.

Yes. Rows and columns stay intact through parsing, so a dimension, its nominal value and its plus and minus limits come back together. Split tolerances and footnoted ratings are read with the line they belong to.

Yes. You give it your drawing values or the revision on file, and every extracted attribute is compared with them. A wider tolerance, a changed material or a missing rating comes back flagged with both values.

Most specification extraction software stops at pulling text into a spreadsheet. Unstract returns a structured record in your schema, checks it against your current revision, and can run the full review through Flow, with an engineer stepping in only on exceptions.

Yes. A configuration report with one row per variant comes back as one record per SKU, and a product information form is read field by field, checkboxes included.

Yes. LLMWhisperer reads long specification documents with their section numbering and tables kept, and Document Studio pulls the products, materials and performance values you name.

No. Unstract reads the spec and compares it with yours. Your engineers approve the part, and values reach your ERP or MES only through the workflow you approved.

Yes. Document Studio deploys an endpoint per document type: POST a spec sheet and get the attributes back as JSON. A backlog of supplier datasheets can run through the same extraction as a folder-to-database pipeline.

Unstract is SOC 2, ISO 27001, GDPR and HIPAA compliant. Spec sheets are encrypted in transit and at rest, never used to train models, and kept only as long as you set. Teams that keep designs on their own network can self-host; see the Trust Center.

Next step

Bring the spec sheets for your next part release

Supplier datasheets, product information forms and your own drawings. We read them together in the session and point out every attribute that differs from your spec.

Start for freeOr try it on one of your own spec sheets today.