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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.

Pedido estruturadoIntenção: orçamento
E-mail · Dave HutchinsRFQ - ferramentas para novo trabalho aeroespacial

Podem orçamentar o seguinte, por favor, com entrega até 26 de junho: 10 un. fresa de topo 10mm 4 cortes metal duro revestida AlTiN, LOC 30 mín.

RFQ-2026-aero.pdf
  • L110×Fresa de topo de 10 mm e 4 cortes em metal duro, AlTiN, LOC 30 mm mín.
  • L25×Fresa esférica de 6 mm e 2 cortes, sem revestimento
  • L320×Fresa de topo reto de 6,35 mm (1/4 pol.) e 3 cortes, TiAlN

Todos os valores com a fonte indicada. Os dados em falta tornam-se perguntas, nunca suposições.

+1 linha adicional
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.

Citar a fonte ou abster-se

E-mail · Precision ComponentsRFQ - ferramentas para novo trabalho aeroespacial

10 un. fresa de topo 10mm 4 cortes metal duro revestida AlTiN, LOC 30 mín.

Linha resolvida, totalmente especificada10x Fresa de topo de 10 mm e 4 cortes em metal duro, AlTiN, LOC 30 mm mín.

Todos os valores remetem para as palavras do próprio cliente. Abra uma etiqueta para ler o excerto de onde veio.

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.