// SERVICE — AI AUTOMATION

AI Automation & AI Development Services UAE

AI chatbots in Arabic and English, WhatsApp automation, document OCR, RAG systems over your internal knowledge, and AI agents that actually finish tasks. Real production AI for UAE businesses, not demos.

Get matched →What we deliver

MODELS

GPT, Claude, Llama

LANGUAGES

AR + EN

AVG PROJECT

4–10 wks

STARTING AT

AED 22K

// WHAT WE DELIVER

AI that actually ships and scales.

We've moved past the demo phase. Every AI project we ship goes to production with monitoring, eval suites, and a clear path to ROI.

AI chatbots

Arabic and English chatbots on web, WhatsApp, or mobile — with handover to humans.

WhatsApp AI automation

Full WhatsApp Business API automation with AI replies, intent routing, and CRM sync.

AI customer support

Tier-1 ticket deflection, smart routing, agent assist, knowledge base auto-answers.

AI document processing

Invoice extraction, contract analysis, KYC document review — with human-in-the-loop.

OCR systems

Multi-language OCR (Arabic, English, mixed) for receipts, IDs, forms, handwritten notes.

AI workflow automation

Multi-step automations across email, CRM, ERP, sheets — orchestrated by LLM reasoning.

AI lead generation

AI SDR systems, intent scoring, personalised outreach at scale with deliverability.

Custom AI agents

Goal-directed agents that browse, execute, and validate — for specific business tasks.

RAG systems

Retrieval-augmented generation over your docs, wikis, ticket history, codebases.

// HOW IT WORKS

From idea to production AI.

We've shipped enough AI to know what fails. Our process front-loads eval design and human-in-the-loop boundaries.

Use-case framing

We turn 'we want AI for X' into a specific, measurable, decomposable problem with success metrics and failure modes.

Eval suite first

Before writing the AI, we build the eval — 50–200 test cases that define what 'good' means. This catches drift before users do.

Build & iterate

Prompt engineering, retrieval pipelines, model selection, fine-tuning if needed. Weekly demos and eval scoring.

Production & monitor

Deployment, cost dashboards, response quality monitoring, drift detection, escalation paths to humans.

// THE DETAIL

Where AI actually pays off for UAE businesses

Most AI demos look magic. Most AI production deployments look like 60% of what the demo promised, 40% of what your CEO expected, and 100% of the implementation pain you didn't budget for. The gap between demo and production is where AI projects go to die.

The AI work we ship for UAE businesses falls into three categories that consistently produce ROI:

Customer-facing chat — especially in Arabic

Arabic-first AI chatbots over WhatsApp and web are working well for UAE retailers, real estate brokers, healthcare clinics, and government-adjacent services. The reason: WhatsApp is the default channel in this market, Arabic-native LLM quality has improved sharply in the last 18 months, and human agents are expensive. A well-built bot can handle 60–80% of tier-1 questions, route the rest, and capture leads 24/7. ROI is typically clear within 90 days.

Internal document & data processing

Invoice extraction from PDFs, contract review, KYC document validation, lease abstraction for property managers, claims processing for insurance brokers, supplier catalogue normalisation. These are unglamorous use cases that quietly remove 20–40 hours of human work per week. The pattern: replace a tedious-but-not-creative human task with an LLM doing 90% of the work and a human reviewing the edge cases.

Workflow automation between systems

Most UAE businesses run on 6–10 disconnected systems: ERP, CRM, WhatsApp, email, sheets, government portals, accounting. AI agents that read from one, decide what to do, and write to another are starting to replace what was previously RPA work — but more flexibly. The use case isn't "AI generates content" — it's "AI moves information and makes routine decisions across systems."

The patterns that don't work well yet: full autonomous agents (still too unreliable for production without heavy human oversight), AI-generated long-form business documents (the quality is good enough to start, never good enough to finish), and AI sales / cold outreach at scale (deliverability and quality both suffer).

The engineers we work with build AI for production, not for pitch decks. They understand prompt engineering, retrieval, fine-tuning, eval design, cost optimisation, and the operational side: rate limits, fallbacks, monitoring, drift. Many have AI products of their own in production.

// FREQUENTLY ASKED

Common questions

Can your AI work in Arabic?+

Yes — Arabic-first AI is one of our specialities. Modern LLMs (GPT-4 class, Claude, Gemini, several open-source models) handle Modern Standard Arabic well and Gulf dialects reasonably well. For chatbot and document use cases, we deploy with Arabic as a first-class language, not an afterthought.

Which AI models do you use?+

Depends on the use case, budget, and data residency requirements. We use OpenAI, Anthropic Claude, Google Gemini, and open-source models (Llama, Qwen) deployed on our own infrastructure for sensitive use cases. We also fine-tune smaller models when latency or cost demands it.

How do you handle data privacy for UAE businesses?+

For UAE PDPL compliance and businesses with data residency requirements, we deploy models in UAE region (AWS Bedrock Middle East, Azure UAE, or self-hosted GPU instances). We can also implement on-premise inference if data cannot leave your network.

How much does an AI chatbot cost to build and run?+

Build: typically AED 25–80K depending on complexity, languages, integrations. Running costs: AED 200–4,000/month depending on volume and model. Most clients save 4–8 customer support FTEs once at scale.

What about AI agents — are they ready for production?+

Partially. Constrained agents (with narrow scope, well-defined tools, human approval on important actions) work in production today. Fully autonomous agents are still risky for anything customer-facing or money-moving. We build for the safe end of the spectrum.

Can you build voice AI in Arabic?+

Yes — voice AI in Arabic is more mature than it was 12 months ago. We've built IVR replacement systems, voice assistants for call centres, and voice-to-text for compliance recording. Quality is good but not yet at GPT-4-text-quality levels.