Document AI

Super-intelligent document imaging.

Document imaging used to mean a scan and an index field. Now a machine can look at the page, know what it is, read what matters off it, assemble the packet it belongs to, and check its own work before it goes out the door. We have been doing imaging since before it was interesting. This is what it turned into.

What we build

Four steps that used to be four people.

  • 01 — See

    Visual classification

    The system looks at a page and knows what it is — invoice, packing list, bill of lading, certificate — without a barcode, a naming convention, or anyone sorting a pile first.

  • 02 — Read

    Data entry from the document

    The fields that matter come off the page and into the system as structured records, matched against the file they belong to. No re-keying, and no template to maintain per supplier.

  • 03 — Assemble

    Packet building

    The documents a billing or clearance packet requires are gathered, ordered and assembled automatically, with the gaps named rather than silently left out.

  • 04 — Check

    Visual audit

    Before it goes anywhere, the packet is inspected the way a reviewer would — is everything present, does it agree with itself, is anything in it wrong. Exceptions surface; the rest goes.

And none of it starts with a file upload. The pipeline begins at a shared mailbox, monitored continuously for inbound documentation. Trading partners who will never integrate with you will still send email — that is an interface, it just has not been treated as one.

Where the documents actually come from

INBOX WATCH · docs@ · isf@ · continuous -------------------------------------------------- IN SHIPMENT NOTIFICATION / 26-3752 ATTACH bl_scan.pdf packing_list.xlsx CLASSIFY bill of lading · packing list READ B/L HLBU2422545 · CNTR CAIU7874530 MATCH file 2026-100403 · confidence 0.97 PACKET 4 of 5 documents · commercial invoice missing AUDIT weights disagree -- flagged for review ACTION queued to a person · everything else cleared
VISUAL CLASSIFICATIONEXTRACTIONPACKET ASSEMBLYVISUAL AUDITINBOX MONITORINGOCRAGENTSRAG

CDIA+ certified competency. Document imaging is not something we picked up when AI made it fashionable — it is a discipline we hold certification in, and the reason the new tools land on solid ground instead of a demo.

Certified Document Imaging Architect+

Imaging at this level is not a recent pivot — and it was never standalone. We built document-imaging systems wired into the host system of record for Saskatchewan Power, the U.S. Department of Energy and U.S. Navy Pensacola, and into a CICS hospital information system at St. John’s Episcopal Hospital. Institutions that do not tolerate lost paper. The AI is simply the newest layer on a discipline we have practiced for decades.

Document imaging, host-integrated · enterprise, government, healthcare

We will also tell you when AI is the wrong tool. A lot of what gets scoped as an AI project is a parsing problem with a deterministic answer, and deterministic is cheaper, faster and auditable. You will hear that from us before you spend anything.

How we scope

Start here

Tell us what you have been told is impossible.

A couple of sentences about the system and what you need out of it is enough to get a straight answer about whether we can do it.

bobg@plugsinc.com (631) 830-2555 WhatsApp 455 Sunrise Highway, West Islip, NY 11795 Plaza León, Cozumel, QROO, MX