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Artificial Intelligence

Intelligent Document Processing for Arabic and English Documents

Intelligent document processing reads Arabic and English invoices, contracts and forms, extracts and validates the fields against your systems, then posts them automatically, with human review for uncertain cases.

The problem

"We have people whose whole job is moving data from paper into the system." Supplier invoices, purchase orders, bills of lading, customer forms, ID cards, contracts. They arrive by email, WhatsApp or scanner, many in Arabic or a mix of Arabic and English.

Manual entry is slow and costly, delaying supplier payments, billing and transactions. Errors are almost guaranteed: a swapped digit, a wrong date, a duplicated amount, each one costing more time to find and fix.

Traditional OCR tools were tried, but they struggle with Arabic script, tables and low-quality scans, and need a separate template for every supplier. So the company goes back to typing.

Our solution

We deliver intelligent document processing as one connected pipeline: capture, read, extract, validate, then post to your systems. It's part of our AI solutions and extends document automation when documents are varied and unstructured.

Capture from every channel

Documents are collected from email, shared folders, scanners and WhatsApp via our Arabic chatbots into one pipeline.

Accurate Arabic reading

We use modern OCR that supports Arabic, combined with language models that understand document layout. So there's no template per supplier: the system finds the invoice number, amount and VAT even when the design changes.

Extract and validate

We extract the fields you need and check them against your business rules and systems: is the supplier registered? Does the amount match the purchase order? Is this a duplicate? Is the tax number in a valid format? Every field carries a confidence score.

Human review where it matters

High-confidence documents flow straight through; uncertain ones go to a review screen showing the document and fields side by side, so staff correct them in seconds. Every correction improves future performance.

Post to your systems

Approved data goes to your ERP, accounting or document-management system, and AI agents can handle next steps such as requesting payment approval. The extracted data also becomes a reliable source for predictive analytics.

We comply with Oman's Personal Data Protection Law, especially for ID documents and contracts, and can run the solution in Oman or inside your environment. Read more in our guide to intelligent document processing.

Realistic targets

Early pilots typically aim to cut document handling time by 40–60% and noticeably reduce keying errors. We measure on one document type before expanding to others, so every step rests on clear, reviewable numbers.

What you get

  • Inventory of document types and volumes, with target fields and validation rules
  • A single capture pipeline from email, folders, scanners and WhatsApp
  • An extraction model supporting Arabic, English and mixed documents
  • Validation and matching rules against purchase orders and supplier data
  • A human review screen for low-confidence cases
  • Integration with your ERP, accounting or document-management system
  • Dashboard tracking accuracy, volume and time saved

Timeline

  1. 1

    Discover and simplify 2 weeks

    We collect real samples, measure current entry time and standardise fields and validation rules.

  2. 2

    Build the pipeline 3–4 weeks

    We set up capture, extraction, validation and the review screen, and test on your documents.

  3. 3

    Pilot and integrate 3 weeks

    We run the solution on one document type, connect it to your system and measure accuracy and time saved.

  4. 4

    Evolve and scale Ongoing

    We add new document types and gradually raise the share processed automatically.

Frequently asked questions

How is intelligent document processing different from traditional OCR?
Traditional OCR only turns an image into text and usually needs a fixed template per form. Intelligent document processing understands the document's layout, extracts the fields you need regardless of design, validates them against your rules and systems, and posts them automatically.
How accurate is Arabic document reading?
Accuracy depends on scan quality and document type, so we measure it on real samples before launch. Clear printed documents usually reach high accuracy; poor scans or handwriting go to human review, so no uncertain field reaches your system unchecked.
Which documents can be processed?
Almost any recurring document: supplier invoices, purchase orders, delivery notes, bills of lading, bank statements, customer forms, ID cards and contracts. We usually start with the highest-volume type because it delivers the fastest return. We then add other types once results are proven.
Can our sensitive documents stay in Oman?
Yes. We design around Oman's Personal Data Protection Law and your sector's rules, and can run processing in Oman or inside your own environment, with sensitive data masked, access restricted and every operation logged. We never use your documents to train public models.

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Ready to simplify your processes?

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