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RFQ-to-Quote Synthetic Demo

A verified synthetic RFQ-to-quote demonstration: PDF rows, approved prices, human review and a checked XLSX output.

Demonstration / synthetic sample

A checked local workflow turns one agreed text-PDF format and an approved price list into a reviewable Excel draft. Ambiguous and missing rows stay visible for a person.

Download checked XLSX Inspect the fixture

A narrow, deterministic path

The public demo serves fixed local artifacts. It does not accept uploads, fetch remote URLs, call an LLM, or run OCR.

01

Text PDF

One synthetic request with code, description, quantity and unit.

02

Parse rows

Structured fields retain the source line for traceability.

03

Match catalog

Exact codes are deterministic; wildcard codes only return candidates.

04

Price safely

Only approved catalog prices can populate a quote.

05

Review XLSX

Every row keeps status, reason, and no automatic substitution.

What the fixture proves

This is a functional fixture, not an accuracy, precision, recall, or production-readiness claim. It is not a client case.
1
EXACT + approved price
1
REVIEW + candidates
1
MISSING + blank price
0
Selected substitutions

Expected row behavior

The downloadable workbook keeps the original request value, the match decision, approved price fields, and a plain-language reason.

RFQ codeStatusPriceReason
EL-100EXACT18.50 EURExact code and approved price
EL-20?REVIEWBlankWildcard produces candidates; no substitution selected
XX-999MISSINGBlankCode is absent from the synthetic catalog

Safety checks in the checked output

Approved prices only

An absent or invalid price remains blank. The demo has no model-generated price path.

Human approval boundary

Wildcard candidates are informational. No replacement is marked matched or approved.

XLSX formula protection

Workbook cells are inline text; formula-like user text is prefixed before export.

Fixed public inputs

The page serves embedded synthetic artifacts and never accepts a path, upload or URL.

Download the synthetic fixture

These are the checked inputs and output used for the 1/1/1 functional result.

What this demo does not claim

No production claim

It is not production-ready and has not been connected to a customer ERP, catalog service, or price system.

No accuracy claim

Three designed rows demonstrate control behavior. They do not estimate real-world performance.

No OCR, LLM, or n8n

The agreed text-PDF path is deterministic and this public demo has no n8n workflow or automation integration. Scanned documents, unstructured extraction, and any n8n prototype require separately scoped work.

No automatic approval

A person still reviews uncertain items, missing data, commercial assumptions, and any future substitution.

Start with an authorized-sample discovery

Pricing and scope follow the actual PDF schema, catalog source, expected workbook, and review rules.

Discuss a scoped test