What we build

Documents in, checkable data out.

Contracts, invoices and reports go in; structured data your systems can act on comes out. Built for documents where a wrong field costs real money.

Document work is where operational cost hides. People retype numbers from PDFs, a wrong figure surfaces weeks later in a reconciliation, and the process is too fragmented to measure.

We build extraction that knows your document types, validates what it reads against your own rules, and escalates rather than guesses when it is unsure. The output goes straight into the system that needs it.

What this covers

01

Extraction tuned to your document types

Your contracts, your invoice layouts, your report formats, including the awkward suppliers.

02

Arabic and English in one pipeline

Mixed-language and right-to-left documents handled in the same flow, which most off-the-shelf tools do badly.

03

Validation against your rules

Totals that must add up, dates that must fall in a range, references that must exist. Failures are flagged, not silently passed on.

04

Confidence and escalation

Each field carries a confidence score. Below your threshold it goes to a human queue instead of into your ledger.

05

Straight into your systems

Output written to your ERP, accounting or workflow system, with the source document linked for audit.

06

Runs where your documents live

Cloud or on-premise, depending on how sensitive the documents are.

Where we have done it

Delivered inside client engagements.

Document processing is work we do in client builds rather than a product of our own. The extraction and validation layers come from the same AI stack behind TheMorph and Miter.

Evidence handling in our GRC platforms.

RisQore and SekuRad both ingest, version and make auditable the documents that compliance evidence is made of.

How an engagement runs

  1. 01

    Sample the real documents

    Not the clean examples. The batch with the bad scans and the supplier who changed their layout.

  2. 02

    Define the fields and the rules

    What must be extracted, what must be true about it, and what happens when it is not.

  3. 03

    Build and measure per field

    Accuracy measured field by field, because an average hides the one that matters.

  4. 04

    Integrate and monitor

    Wired into the receiving system, with the human queue and the accuracy dashboard live from day one.

Start with a conversation.

Tell us what you are running today and what has to change. A founder responds directly.

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