AI document analysis · static demo

Tender notices run to dozens of pages. The deadline is one sentence.

This demo shows saved answers from public tender notices together with the notice number and the sentence they came from.

Try a saved example

This public static version has no live API. It only displays the saved, cited answer for a selected example.

Choose an example to see its saved answer and citation.

Measured extraction accuracy

97.5% tender deadlines extracted correctly against notice XML measured · n = 237

The number measures deadline extraction on notices where the reference value exists. A separate document set needs its own measurement before any production decision.

Full evaluation

All figures are measured on the stated sample size. The comparison is with structured notice XML where available.

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One notice, before and after

Original notice text

Main classification (cpv): 45000000 Construction work

Estimated value excluding VAT: 5 450 000,00 EUR

Criterion:
Type: Price
Description: Lowest Price Only

Deadline for receipt of tenders: 02/11/2026 12:00:00 (UTC+01:00) Central European Time, Western European Summer Time

Extracted fields

Deadline
2026-11-02T12:00:00+01:00
line 80: deadline quoted at left
Estimated value
5,450,000 EUR
line 27: estimated value excluding VAT
Main CPV
45000000
line 21: construction work
Award criteria
Lowest Price Only
line 64: criterion type Price

Source: TED notice 672273-2026. Deadline, value and CPV were checked against notice XML; award criteria were manually annotated.

What this means for your documents

  • Keep the source visible. An answer is useful when a reviewer can read the sentence that supports it.
  • Use your data boundary. The same workflow can run on a hosted model, in your cloud account, or on your own infrastructure.
  • Measure before committing. Different documents and models need their own accuracy check.

Send me 50 representative documents

I’ll measure the relevant extraction and citation accuracy before you pay to build the system.

Email Martin Message me on Upwork

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