Administration · Operations · AUTO READER.

From document to data, without retyping.

Watch a sample document being read and checked. Inspect the extracted fields, correct a missing date and stop a duplicate.

Orders, PDFs, emails and scansRecords in the business system or ERP
Try the workflow / fictional data

From document to register.
With the checks it needs.

The sample is read automatically when you open this demonstration. Change the document: a complete order is recorded, a missing date needs checking and a duplicate is stopped.

Guided demo · no external transmission
  1. 01Receive
  2. 02Read
  3. 03Check
  4. 04Record
Incoming documentDEMO / TXT
CUSTOMER ORDER / FICTIONAL DOCUMENT
GMA · Demonstration sample, not a real order

ORDER: DEMO-1048
CUSTOMER: Alfa Nutraceutica (demo)
DATE: 2026-10-19
DELIVERY: 2026-11-05
CURRENCY: EUR

ITEM: BOT-01 | Demo botanical extract | 300 | 24.00
ITEM: VIT-02 | Demo vitamin blend | 5 | 80.00

NET: 7600.00
VAT: 22
TOTAL: 9272.00 EUR
Structured dataWaiting
Order
—
Customer
—
Requested delivery
—
Document total
—

Ready to read the selected document.

Destination / demonstration business system

The order register.

The register starts with one fictional existing order to demonstrate duplicate checking.

OrderCustomerDeliveryTotalStatus
DEMO-1040Alfa Nutraceutica (demo)2026-11-059.272,00 EURExisting

How this demonstration works

The demo processes fictional text using local rules. It shows extraction, validation, exception handling and recording; it does not perform OCR, call an AI model or write to a real ERP. Data stays on the page and resets on reload. A company project configures AI/OCR reading and the business-system integration against actual documents.

The process to improve

Where automation
fits.

An order arrives as a PDF. Someone reads the header, line items and terms, then types them into the business system. Each different format needs attention; each manual transfer can introduce an error.

We design a system that receives the document, identifies its type, extracts fields and checks them against business rules. When the checks pass, the integration records the data in the business system. Missing fields, inconsistencies and possible duplicates are held for review.

What we define with the company

  1. 01

    A sample of the documents actually received, including less consistent formats.

  2. 02

    Required fields, master data and rules for amounts, codes and duplicates.

  3. 03

    Access to the business system through an API, a structured import or an available connector.

  4. 04

    Who reviews exceptions, which actions to authorise and how changes are logged.

How to assess the result

A pilot measures field accuracy, the proportion of documents completed without intervention, exceptions, duplicates and handling time. We do not assign a savings percentage before testing the company’s documents.

The weekly collection

Examples to explore.

Every case has a permanent address, an operational workflow and the decisions needed to bring it into a company.

01
Administration · Operations ·

AUTO READER

Watch a sample document being read and checked. Inspect the extracted fields, correct a missing date and stop a duplicate.

02
Customer service · Sales ·

GMA CHATBOT

Explore a task to automate or prepare an enquiry for a team. Two demos show how a conversation can progress and gather the details needed.

Briefing & AI advisory

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