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    Document AI

    Read documents structurally instead of retyping them

    The same figures stop being typed twice, and the fields a person still checks are the ones the extraction was unsure about rather than all of them.

    Today, and with it

    Invoices, delivery notes and forms arrive as paper or PDF, and somebody types them into the system. Document AI reads each one field by field and says how sure it is about every field. The unsure ones go in front of a person; the rest do not. Nothing is saved until somebody confirms it, and nothing is typed twice.

    How it works

    • The document is read field by field, and each field says how sure it is
    • The fields it is unsure about are shown to a person instead of guessed
    • Nothing is saved until somebody confirms it
    • The confirmed result becomes the record, with nothing retyped

    When it's not a fit

    • Poor scan quality
    • Documents with legal significance requiring full human review
    • One-off formats not worth modelling

    What we'd ask you

    • Document types and monthly volume
    • Which fields anybody actually uses afterwards
    • Where the extracted data has to land
    • Current error and rework rate, if known

    How we check it pays off

    1. Run a sample of real documents before committing to a scope
    2. Agree what happens to a low-confidence field
    3. Confirm the destination system accepts writes

    Size: a medium piece of work — an estimate, not a quote.

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