What we can build / AI & documents

Cited document search.

Ask questions in plain language across your corpus of reports, contracts, or filings, and get answers that cite the exact source documents and pages. No answer without a citation, so every claim can be checked in seconds.

Who this is for

Teams that spend hours re-finding facts buried in a large document set and cannot afford answers they cannot verify.

Commercial model

Scoped after discovery

Typical timeline

6–10 weeks

Commercial terms follow the diagnostic, so the number reflects the actual system rather than a generic package. Commitments stay staged; you never take the whole project on faith.

System anatomy / 05 components
AI & documents
DEFINED DELIVERABLE Cited document search
  1. 01

    Document ingestion and indexing

  2. 02

    Retrieval and citation pipeline

  3. 03

    Search interface with source links

  4. 04

    Access control over the corpus

  5. 05

    Evaluation against real team questions

Defined scope6–10 weeksSenior review
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Every build starts with a short conversation and a scoped, fixed-price first stage.