Qomrah
Arabic-first document AI

Light on every
Arabic document.

Qomrah reads, understands, and reasons over Arabic text — from scanned court rulings to financial statements — and turns it into answers, briefs, and conversations you can trust.

OCR · Understanding · Legal reasoning · Financial analysis · Advisory · Chatbots

Built for Law firms Courts & legal departments Banks & finance Government & compliance
Capabilities

One platform, from pixels to judgment.

Start with raw scans and end with a defensible answer. Use any layer on its own, or chain them into a full pipeline.

01

Arabic OCR

High-accuracy text capture for printed and handwritten Arabic — diacritics, ligatures, stamps, marginalia, and dense multi-column legal layouts.

OCR onlySearchable text
02

Document understanding

Recognise structure, sections, clauses, parties, dates, and amounts. Classify, tag, and summarise — turning loose pages into clean, queryable data.

OCR + analysisEntitiesSummaries
03

Legal reasoning

Analyse rulings, contracts, and regulations: surface obligations and risks, compare against precedent, and answer questions grounded in the source text.

Clause reviewRisk flags
04

Financial analysis

Read statements, invoices, audit reports, and Islamic-finance contracts. Extract figures, reconcile, and interpret what the numbers actually mean.

ExtractionReconciliation
05

Advisory & strategy

Synthesise across a whole corpus into opinions, action plans, and negotiation positions — every recommendation traceable to the documents behind it.

OpinionsPlansStrategy
06

Chatbots & assistants

Deploy a grounded assistant over your own Arabic archive. Ask in Arabic or English; get answers with citations back to the exact page and line.

RAGEmbeddableAPI
How it works

A pipeline you can stop at any stage.

Each step adds a layer of meaning. Need raw text? Stop at Read. Need a board-ready brief? Run it all the way through.

Ingest

PDFs, scans, photos, and exports — single files or archives of thousands.

Read

Arabic OCR recovers text, layout, and reading order with confidence scores.

Understand

Structure, clauses, entities, and figures are extracted and linked.

Reason

Domain models analyse, compare, and answer — always citing the source.

Act

Briefs, opinions, dashboards, or a live chatbot over your archive.

Grounded by design

Answers you can take to a judge.

Qomrah does not guess. Every claim is tied back to a specific document, page, and line — so legal and finance teams can verify before they rely.

  • Citations on every answer. Trace each statement to its source span.
  • Bilingual. Ask in Arabic or English over Arabic sources.
  • Private deployment. Run on-premises or in your own cloud — data stays yours.
qomrah · assistant
ما التزامات المدّعى عليه بحسب الحكم؟ ومتى تستحق؟
Answer · grounded
The defendant must pay the outstanding balance of SAR 240,000 within 30 days of notification, plus agreed late fees from the due date. ruling_1442-318.pdf · p.4 · ¶2
لخّص المخاطر على المدّعي.
Risk summary
Two clauses weaken enforcement: an arbitration carve-out (clause 9) and an unclear delivery-acceptance date that may reset the limitation period. contract_A.pdf · cl.9, cl.14
Document types

Tuned for the documents you actually hold.

Court rulings & pleadings

Judgments, memos, and case files — including handwritten margins and official stamps.

Contracts & agreements

Commercial, employment, and Islamic-finance contracts — Murabaha, Musharakah, Ijara.

Financial statements

Balance sheets, income statements, audit reports, and bank records.

Invoices & official forms

Invoices, receipts, and government forms with mixed Arabic–English fields.

AR + EN
Bilingual end to end
14k+
Pages processed per batch run
On-prem
Or your private cloud
Cited
Every answer traced to source

See Qomrah read your documents.

Bring a handful of your hardest Arabic files. We'll run them live and show you text, structure, and reasoning in one session.

Request a demo