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How Kabaido structures requests

Understand the structured result Kabaido returns: typed line items, normalised units and a citation behind every value.

Whatever you send, Kabaido turns it into a structured result you can read at a glance and act on. The heart of it is a table of line items, one row per thing the customer is asking for.

Richiesta strutturataIntento: offerta
Email · Dave HutchinsRichiesta di offerta - utensili per nuova commessa aerospaziale

chiedo cortesemente offerta per il seguente materiale, con consegna entro il 26 giugno: 10 pz fresa in metallo duro 10mm Z4 rivestita AlTiN, lungh. taglio 30 min

RFQ-2026-aero.pdf
  • L110×Fresa in metallo duro 10 mm a 4 taglienti, AlTiN, lunghezza di taglio min. 30 mm
  • L25×Fresa sferica 6 mm a 2 taglienti, senza rivestimento
  • L320×Fresa a candela 6,35 mm (1/4 in) a 3 taglienti, TiAlN

Ogni valore riporta la fonte. I dati mancanti diventano domande, mai supposizioni.

+1 altra riga
Live preview: an emailed RFQ on the left becomes the structured request on the right. Select a value to see where it was read from.

Intent

Kabaido reads what the customer wants overall: a quote, an order, a service request or information. The intent decides which action card you are offered at the end. When the wording genuinely reads two ways, a warning chip says so and you choose the mode.

Typed line items

Each line carries a description, a quantity, a unit of measure and a domain classification. Attributes such as material, diameter or coating are pulled out into their own typed fields rather than left buried in prose.

Normalised units

Measurements are normalised to consistent units so lines compare cleanly, and the original wording is kept alongside. Abbreviations are expanded to their full meaning.

Every value is cited

Each attribute records the exact place in your request it came from, the source span. You can trace any value back to the text or cell it was read from, so nothing is taken on trust.

Missing means a question, never a guess

If a value is not stated, Kabaido leaves it empty and raises a clarification instead of filling the gap. It will not invent a specification, tolerance, price or part number.

Riporta la fonte o si astiene

Email · Precision ComponentsRichiesta di offerta - utensili per nuova commessa aerospaziale

10 pz fresa in metallo duro 10mm Z4 rivestita AlTiN, lungh. taglio 30 min

Riga risolta, specifica completa10x Fresa in metallo duro 10 mm a 4 taglienti, AlTiN, lunghezza di taglio min. 30 mm

Ogni valore rimanda alle parole del cliente. Aprite un'etichetta per leggere il passaggio da cui proviene.

Live preview: open a value to see its citation, and see what abstention looks like when the source does not state a value.

This structured table is the free first minute of value. You get it even with no catalogue loaded.