Document management and expiry reminders (Mindcat Vault)

UAE

Arabic scans you can't search? Test ten of your own papers before you pay for anything

By Shivanath DevinarayananPublished 6 min read
Written forOperations or sales lead at a mid-market UAE business“Leads go cold before anyone replies.”

The short answer

When is a free Arabic OCR tool enough for a Dubai office's scanned papers, and when does the office need a document vault?

Test ten of your own papers. If a free tool finds your search words, copies the text in order and keeps file sizes sane, stay on it with a spreadsheet for dates. If any paper fails, or others must find a licence and see its expiry, you need a list of dates. At Mindcat, we call that a vault.

A stack of scanned papers beside a magnifying glass that finds Arabic words on one page

Takeaways

  1. 01Published tests put free Arabic OCR well behind English, and well behind the best paid models on the same Arabic pages.
  2. 02Searchable is not readable. Users report reversed Arabic text in the PDF layer and a 20 MB file growing to 171 MB.
  3. 03The test is ten of your own papers: a licence, a lease, a faint photocopy, a skewed phone photo and a stamped page.
  4. 04OCR finds words. It does not keep a list of expiry dates or decide who may see a file. That is the vault's job.

If a client's licence is somewhere in 3,000 scanned PDFs and only one person knows the file name, this is for you. Not for an office with a handful of scans a year, or a team where nobody owns the folder: a free tool and a calendar will do.

Why does a free Arabic OCR tool look fine and still fail?

Because the demo is a clean page. You drop in a crisp trade licence, the tool reads it, and the search works. Then someone scans a faded lease at an angle, or a page with a stamp across the name, and the words you would search for are not there.

Arabic OCR is the step that turns a picture of a page into text a computer can search. A free engine can do it. The question for a Dubai office is whether it does it on your papers, which are rarely clean.

The dates side of this, which paper expires when and who chases it, is in our note on the trade licence renewal date.

What do the published tests say?

Free engines trail on Arabic. KITAB-Bench, an Arabic document benchmark presented at ACL Findings in 2025 with 8,809 samples, scored the free Tesseract engine at a character error rate of 0.54 and EasyOCR at 0.58. Gemini-2.0-Flash, the best model in the same table, scored 0.13. A lower number is better, so the free engines made about four times as many character errors on the same pages. The paper adds that Tesseract was "particularly challenged by diacritics (15.3) and tilted text (5.9)" on its ChrF score.

An earlier study points the same way. Thomas Hegghammer tested Tesseract, Amazon Textract and Google Document AI in 2021. Accuracy for English was considerably higher than for Arabic, and Tesseract "was significantly more sensitive to noise" than the server-based engines. He ran Arabic only on Tesseract and Document AI, because Textract does not support Arabic.

Neither study is about your papers, and neither is about us. They explain why a ten-paper test is worth an afternoon. A benchmark average hides the page that matters, which is the one a client asks for next week.

What is the ten-paper test?

Pick ten of your own papers, and pick hard ones: a trade licence, a lease, a faint photocopy, a skewed phone photo, a page with a stamp over the text. Run each through the tool you are considering (Tesseract is the free engine in the studies above), then check three things.

Ten papers: licence, lease, faint copy, skewed photo, stamped page. Check search, text order, file size
The ten-paper test. Pick papers that are hard, not clean.
  1. 01Search. Type the words you would really search for, such as a company name or a family name, in Arabic. Does the paper come up?
  2. 02Order. Copy a line out of the searchable PDF into a text editor. Does it read in the right order, or backwards?
  3. 03Size. Compare the file before and after. Has a 2 MB scan become 15?

The second check matters more than it looks. An OCRmyPDF user reported in January 2021 that Arabic output was "backwards" and gave the example of a word displayed reversed. The maintainer called it a third-party issue, a viewer or engine matter and not OCRmyPDF's own, so the same file can read fine in one viewer and wrong in another. A Tesseract user reported in June 2021 that text export was fine, but the searchable PDF did not handle right-to-left Arabic, and that a 20 MB file became 171 MB. These are developers' bug reports, not office managers' reviews. They show what to look for.

Three checks per paper: search finds the word, copied text reads in order, file size stays close to the original
Searchable is not the same as readable.

When is a free tool enough?

When all ten papers pass and one person owns the folder. Search finds the word on all ten, the copied text reads in order, and the files stay close to their original size. Then stay on the free tool and keep a spreadsheet for the dates. That is a sound setup, and a vault would only add cost.

It stops being enough in two cases. Papers fail and the failures follow no pattern you can predict. If nine pass and the tenth is a faded stamp page, try a second tool on that one paper first. If the failures keep coming on the papers your clients ask for, the tool is the problem. Or someone other than the person who scanned the file needs to find a licence by company name and see when it expires. A tool that reads text does not answer that second need, however well it reads.

All ten pass and one person keeps dates: stay on the free tool. Any fail or others need dates and access: use a vault
The rule in one picture.

What does a vault add that OCR cannot?

A list of dates and a rule for who may see what. OCR turns a picture into words. It does not know that a trade licence for a coffee trader in Al Quoz expires on 15 November, that the PRO desk should hear about it 30 days before, or that the Riyadh office should only see Riyadh files.

A vault keeps each paper filed to a client with its expiry date as a field, shows the ones expiring in the next 90 days on a dashboard, and emails the desk before each date. The same record holds the permissions. None of that depends on the reading being perfect. If a word is misread, the client name and expiry date on the record are what you find the paper by.

What does Mindcat Vault do with Arabic scans, and what does it cost?

Mindcat Vault reads Arabic and English on the same page when a scan arrives and keeps the text with the file. The Arabic reading is switched on during setup, not on day one. Clean scans read well; faint or skewed ones get some words wrong, which is why we run the ten-paper test on your own documents in setup. The test applies to us as much as to any free tool.

Arabic screens are partly translated and run left to right today. Reminder emails go out once we connect your mail during setup. Scanning a paper archive is quoted separately.

Prices on our page: on the shared plan, your own separate copy on our UAE servers, AED or SAR 59 per user a month for 1 to 5 users, 39 for 6 to 20, 29 for 21 to 50 and 19 from 51, with 20 GB per user included. The monthly minimum is AED or SAR 449, so a three-person office pays 449, not 177. Fifteen users come to AED 685 a month. The quick start is a fixed AED or SAR 2,500 for up to 20 users, set up for you from your CSV; above that, setup is managed to a written plan and price. Prices exclude 5 percent UAE VAT and 15 percent Saudi VAT.

Send us ten of your own papers and the number of users, and we reply with the setup plan and the monthly price. Our PRO services page shows the same screens with sample documents, and our note on SharePoint for PRO files covers the Microsoft 365 option.

Filed under

Document management and expiry reminders (Mindcat Vault)arabic ocr pdfsearchable arabic pdfscanned arabic documents searchdocument management system arabic
Useful to someone on your team?

FAQ

Questions teams ask next

Is there a free Arabic OCR tool that works for business documents?
Free engines exist and some work well on clean printed pages. In KITAB-Bench, an Arabic document benchmark published in 2025, the free Tesseract engine had a character error rate of 0.54 and EasyOCR 0.58, against 0.13 for Gemini-2.0-Flash. Test it on ten of your own papers before you rely on it.
Why does my searchable Arabic PDF show text backwards?
Some users report that the hidden text layer in a searchable Arabic PDF comes out reversed or out of order in certain viewers. One OCRmyPDF issue from January 2021 describes a word displayed backwards, and the maintainer called it a third-party issue. Copy a line from the PDF into a text editor on every test paper to check the order.
Why does OCR make my PDF so much bigger?
A Tesseract issue from June 2021 reports a 20 MB file growing to 171 MB after OCR into a searchable PDF. Check the file size before and after on your test papers, because a large archive multiplies the difference.
Does OCR keep track of when a trade licence expires?
No. OCR turns a picture into words. A list of expiry dates, a reminder before each one and rules for who may open a file are separate jobs, and they are what a document vault adds.
How much does Mindcat Vault cost?
On the shared plan, AED or SAR 59 per user a month for 1 to 5 users, 39 for 6 to 20, 29 for 21 to 50 and 19 from 51, with a monthly minimum of AED or SAR 449. Fifteen users come to AED 685 a month. The quick start is a fixed AED or SAR 2,500 for up to 20 users. Prices exclude VAT.

Sources

  1. 01Mindcat Vault: Arabic text on scans, reminders, prices and who it is not for (live page)Accessed 30 Oct 2026
  2. 02KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding (ACL Findings 2025)Accessed 30 Oct 2026
  3. 03Hegghammer: OCR with Tesseract, Amazon Textract, and Google Document AI: a benchmarking experiment (Journal of Computational Social Science, 2021)Accessed 30 Oct 2026
  4. 04OCRmyPDF issue 718: Output PDF files do not properly OCR Arabic text (18 January 2021)Accessed 30 Oct 2026
  5. 05Tesseract issue 3472: searchable PDF does not handle Arabic right to left; file grows from 20 MB to 171 MB (29 June 2021)Accessed 30 Oct 2026
Shivanath Devinarayanan, founder of Mindcat

Written by

Shivanath Devinarayanan

Founder, Mindcat Consulting · Salesforce MVP Hall of Fame

Builds and runs AI agents in production. Reads every brief that comes in and signs the work that goes out.

About Shivanath

Mindcat Vault · the written assessment

We work in real estate and right now, leads go cold before anyone replies.

Industry
Problem

Brief: Real estate. Leads from portals and WhatsApp. Follow-up has no owner. An agent on a named process. A reviewer on the exceptions. From: /blog/arabic-ocr-scanned-papers-dubai-office.