Review contracts in minutes.
Arabic and English. DIFC to UAE courts.
AI agents that extract key clauses, flag risk provisions, compare against your standard positions, and draft issue summaries — across Arabic and English contracts, DIFC, ADGM, and onshore UAE/Saudi frameworks. Your lawyers spend time on judgment, not extraction.
Contract Review Automation — Regional Law Firm, Dubai
A 30-lawyer regional firm handling M&A, commercial contracts, and DIFC/ADGM regulatory work was spending 40–60% of associate time on first-pass contract review — reading, extracting clauses, comparing to standard positions, flagging deviations. We deployed a multilingual contract review agent covering English and Arabic agreements, with DIFC and UAE civil law playbooks pre-loaded.
Who gets the most from this
Managing partners, practice heads, and IT leads each see it differently.
“Associate hours are your most expensive cost. First-pass review is your lowest-value use of them.”
- →Associates move from extraction to legal judgment — the work they were trained for
- →Throughput increases without headcount increases — scale client work per partner
- →Arabic and English handled natively — no external translation cost or delay
- →Fixed price, full source code — no per-document SaaS billing that scales against you
“You've read the same boilerplate a thousand times. So has this agent.”
- →Configurable playbook: your standard positions for liability caps, IP assignment, termination, governing law
- →Jurisdiction-specific flags: DIFC Law, ADGM regulations, UAE Civil Code, Saudi law divergences
- →Issue summary output: partner-ready memo with deviations, missing clauses, and recommended positions
- →Full clause extraction: every defined term, obligation, and right captured with page reference
“The agent reads your existing DMS. No migration, no new platform.”
- →Connects to iManage, NetDocuments, SharePoint, or local document stores
- →Secure processing: documents never leave your network for third-party AI services
- →Structured output: JSON, Word, or PDF — integrates with your existing templates
- →Audit trail: every extraction and flag logged with source page reference
Where legal operations lose time and create risk
These are the patterns Gulf and DIFC firms report on every architecture call.
First-pass review consumes associate capacity
A 100-page commercial agreement requires 3–5 hours of associate time just to extract clauses, compare to standard positions, and draft a deviation summary. In high-volume transaction work, this is the primary bottleneck — and the lowest-value use of trained legal professionals.
Arabic contracts lack tooling
Most legal AI tools — contract review platforms, due diligence software, clause extractors — are built for English. Arabic-language agreements common in UAE onshore, Saudi, and Gulf public entity work are processed manually or translated first, adding 1–2 days and a translation cost to every Arabic contract.
DIFC and ADGM frameworks require specialist knowledge
DIFC Law and ADGM regulations differ materially from UAE Federal Law and English law. Firms operating across all three must apply different standard positions, governing law interpretations, and regulatory compliance checks depending on the contract's jurisdiction. Tracking these divergences manually is error-prone under deadline pressure.
Due diligence at volume creates coverage risk
M&A and investment transactions require reviewing hundreds of contracts under time pressure. Manual review at volume means checklist fatigue, inconsistent coverage, and clauses missed as reviewers tire. AI extraction provides exhaustive, consistent coverage of every document — and a clear record of what was reviewed.
A contract review agent, a due diligence engine, and a research assistant — all jurisdiction-aware.
Most firms start with contract review (fastest ROI, clearest before/after). Due diligence automation and case research are typically phased in after the core review agent proves out. We scope the full system in the architecture call.
Get a written architecture spec- Multilingual contract analysis: Arabic, English, and mixed-language agreements reviewed natively
- Configurable playbook: your standard positions loaded as the comparison baseline
- Jurisdiction-specific flags: DIFC Law, ADGM regulations, UAE Civil Code, Saudi Arabian law
- Clause extraction with page references: defined terms, obligations, rights, conditions, and termination
- Issue summary output: partner-ready memo — deviations, missing clauses, recommended positions
- Arabic OCR: scanned Arabic contracts, government documents, and court filings processed natively
- Due diligence automation: bulk processing of data room documents with structured output per category
- DMS integration: iManage, NetDocuments, SharePoint, or direct file store — no document migration
Three modules. Start with contract review or deploy the full stack.
All include fixed-price proposal, architecture document, source code handoff, and 30-day post-launch support. Your data stays in your infrastructure — no per-document billing.
Common questions
How does Arabic contract review work — can it handle Gulf Arabic legal language?
Yes. We use Arabic-capable LLMs (GPT-4o, Qwen) with Arabic OCR for scanned documents. The system understands formal Arabic legal language (as used in UAE Civil Code agreements, Saudi Sharia-compliant contracts, and Arabic DIFC filings), Arabic transliterations of English legal terms, and the formatting conventions of Arabic legal documents. Arabic contracts are reviewed natively — no translation step, no quality loss.
What does the playbook system mean — how do we configure our standard positions?
Before deployment, we work with your senior lawyers to document your firm's standard positions: what you typically accept, what triggers a flag, and what requires escalation to a partner. These positions are loaded into the agent as its comparison baseline. For example: liability cap must be capped at contract value — flag any uncapped liability. IP assignment must be limited to project IP — flag any broad IP assignment. The playbook is maintained by your team and updated without code changes.
How does DIFC vs ADGM vs UAE Civil Code jurisdiction handling work?
The agent applies different review playbooks based on the contract's governing law clause (or the jurisdiction you specify at review time). DIFC Law contracts trigger DIFC-specific risk flags and standard positions. ADGM contracts trigger ADGM Regulations and English law-based playbooks. UAE Federal Law (Civil Code) contracts trigger onshore UAE-specific positions. Saudi contracts trigger KSA law flags. You can configure which playbook applies and override on a per-contract basis.
Does the agent replace lawyers?
No. The agent handles first-pass extraction, comparison, and flagging — the mechanical work that trained lawyers shouldn't be spending hours on. The output is a structured issue summary: here are the deviations from your standard positions, here are missing clauses, here is the recommended position on each issue. A lawyer reviews the summary, applies judgment, and finalizes the advice. The agent does the reading; the lawyer does the law.
Is document confidentiality maintained?
Yes. We deploy the processing layer within your infrastructure — on-prem or in your own cloud tenancy. Client documents are never sent to third-party AI provider APIs. Processing happens locally using models that run on your servers. The audit trail and outputs are stored in your DMS. This architecture is compatible with SRA, Law Society UAE, and DIFC-LCIA confidentiality obligations.
Can it handle due diligence at scale — hundreds of documents?
Yes. The due diligence engine processes data rooms in bulk. You specify the review categories (material contracts, IP assignments, employment agreements, regulatory licences, litigation history) and the agent processes every document, classifies it, extracts relevant clauses per category, and outputs a structured spreadsheet or Word report. A data room of 300 documents that takes a team 2–3 weeks can be processed in 12–24 hours.
Cut first-pass review time by 80%.
Free 30-minute architecture call. We map your contract types, jurisdictions, and DMS setup — and deliver a written spec + fixed price within 3 days.
Book the call — it's freeDIFC · ADGM · UAE Courts · Saudi Arabia · US · UK · Available in Arabic and English