Skip to content

WREXAAI development company · Dubai, UAE

We build AI.From idea to intelligence.

Wrexa is an AI product engineering company building intelligent applications, AI agents, generative AI systems, computer vision, voice AI, predictive models and custom AI platforms for businesses across the UAE, the Middle East and worldwide.

From an idea on a sketchbook to an AI system running in production.

SC.00 · FR.01 — INT. WREXA LAB · NIGHTPAN ↗ SLOWGPTCLAUDEGEMINILLAMARAGAI AGENTSVISIONVOICEDATACLOUDWREXA AI ENGINEø orchestration corefig.01 — the engineerWX-01 says hi ✎model-agnostic:pick the right brain per task
AI Product Engineering✦Generative AI✦LLM Applications✦AI Agents✦RAG Systems✦Multimodal AI✦Computer Vision✦Voice AI✦Predictive AI✦Machine Learning✦NLP✦Document Intelligence✦AI Automation✦AI Integration✦Model Fine-tuning✦AI Evaluation✦MLOps✦Cloud AI Deployment✦AI Monitoring & Optimization✦
SC.01From sketch to software

Every AI product
starts as a sketch.

Wrexa takes a business idea through feasibility, data, models and engineering — and into a production AI application your team actually uses.

keep scrolling — watch it ship

A notebook sketch of the Wrexa delivery flow — business problem, AI feasibility, data, model, AI application, production — turning into a deployed AI application with a cited chat answer and live metrics.
SC.02Capabilities

What can
we build?

Seven kinds of AI systems we design, engineer and run in production. Pick a frame to see how each one works.

pick a frame

FR.01 — Generative AI

Generative AI

Language models, built into your product.

LLM applications that write, summarise and reason over your content — integrated, customised and evaluated for your use case.

Q3_BRIEF.DOCX← AI draftCOPILOTsummarise risksinsert ↵shortencitesuggestsFIG. 01 — COPILOT + DOCUMENT

the copilot drafts, you decide

What we build

  • LLM applications
  • AI copilots
  • AI assistants
  • Content generation
  • Summarization
  • Reasoning systems
  • Document generation
  • Multimodal applications
  • LLM integration
  • Model customization
  • Fine-tuning where appropriate

Models & ecosystems we work with

  • OpenAI
  • Anthropic
  • Google Gemini
  • Meta Llama
  • Mistral
  • Qwen
  • Open-source models
01 / 07

also in the toolkit

  • Machine Learning
  • NLP
  • Document Intelligence
  • AI Automation
  • AI Integration
  • Model Fine-tuning
  • AI Evaluation
  • MLOps
  • Cloud AI Deployment
  • AI Monitoring & Optimization
SC.03How we build

FROM NAPKIN SKETCH
TO PRODUCTION.

Six frames, one storyboard. Every Wrexa engagement moves through the same sequence, so you always know which shot you're in and what comes next.

FRAME 01 / 06
PROD: WREXA · SHEET 03 · SC. PROCESS
DIRECTOR'S CUT · FR.01
AI here?FIG. 01 — THE NAPKIN

no model picked yet — on purpose

STAGE 01 · FADE IN:

Discover

We pin down the business problem, test whether AI is the right tool, and sketch the architecture before a line of code is written.

What happens in this frame

  • Business problem
  • AI feasibility
  • Architecture

same six frames — for a quick pilot or a full platform build

SC.04Model universe

THE MODELS
WE WORK WITH.

WE DON'T START WITH A MODEL.
WE START WITH YOUR PROBLEM.

model-agnostic by design — we pick per task, cost & privacy

SPEC SHEET · 01/07

OpenAI

GPT

Typically good for

Strong general reasoning, tool use and multimodal input through a mature hosted API.

Hosted APIAzure

we reach for it when: broad tasks, fast to prototype

What Wrexa does with it

  • Integrate (yes)
  • Customize (yes)
  • Fine-tune (yes)
  • Evaluate (yes)
  • Deploy (yes)
  • Optimize (yes)

Fine-tuning · Fine-tuning through the provider's hosted service, on models where it's offered.

Names are descriptive only. Wrexa builds on these models; it does not train foundation models from scratch.

SC.05AI architecture

THE BLUEPRINT OF
AN AI SYSTEM.

Behind every AI feature that works in production is a stack like this. Hover, tap or tab through the drawing to see what each layer does and what we build there.

every layer is a place a demo can break

DWG. WX-05 · AI SYSTEM · GENERAL ARRANGEMENTSCALE: NTS · REV C
|← one system, many owners →|Wrexa · approved for build
DETAIL L3 · 3/6

AI Agents + RAG + Workflows

What this layer does

The reasoning layer that plans steps, retrieves context, calls tools and runs multi-step processes.

What Wrexa builds here

Tool-using agents, retrieval with citations, and deterministic workflows that keep agents on rails.

Typical stack

LangGraph-style orchestrationTool / function callingRerankersQueues & schedulers

typical, not exhaustive — we fit your existing stack

the rail isn't optional — it's what makes it enterprise-grade

SC.06Wrexa AI products

OUR OWN
PRODUCT UNIVERSE.

We don't just build for clients — we ship our own AI products. The same engineering that powers them goes into every engagement.

built in-house, battle-tested

FR.06A — FLAGSHIP / WREXAEDGE
LiveProduct 01

WrexaEdge

AI-powered exam and assessment platform.

  • AI question generation
  • Exam generation
  • Question variants
  • AI proctoring
  • Face detection
  • Assessment analytics
  • Automated evaluation
  • Exam intelligence
WREXAEDGE · EXAM STUDIOLIVEQ.07 · AI-GENERATEDV1V2V3variantsPROCTOR · CAM 01FACE · OKCOHORT ANALYTICSAUTO-EVALUATIONA+fig. 6.1

one question → many fair variants

FR.06B — Wrexa AI Labs

Wrexa AI Labs

Legend

In marketAvailable today.
Labs conceptConcepts are experiments from Wrexa Labs, not yet commercially available.
LAB.01
In market
plot 14PARCEL · ZONING · VALUE

LandLens AI

AI property intelligence

AI-driven land analysis for faster, better-informed property evaluation.

  • Parcel & site analysis
  • Property evaluation signals
  • Map-first research workflow
LAB.02
In market
ask…CLAUSE · RISK · NEXT STEP

Unsuit.io

AI legal assistant platform

An AI assistant that helps people and teams work through legal questions and documents.

  • Plain-language legal Q&A
  • Document review assistance
  • Guided next steps
LAB.03
Labs concept
DEFECT?OKDETECT · TRACK · ALERT

VisionGuard

Computer vision platform

Cameras that understand what they see — detection, tracking and alerts at the edge.

  • Object & anomaly detection
  • Edge inference on video
  • Event alerts & review
LAB.04
Labs concept
calleragentLISTEN · REASON · ACT

VoicePilot

AI voice agent platform

Natural voice agents that answer, route and resolve calls around the clock.

  • Real-time speech pipeline
  • Tool-calling agent brain
  • Call summaries to CRM
LAB.05
Labs concept
FIELDVALUEpartytermtotalREAD · EXTRACT · CITE

DocMind

Enterprise document intelligence

Turns contracts, invoices and reports into structured, searchable knowledge.

  • Extraction to structured data
  • RAG search with citations
  • Review queues for humans
LAB.06
Labs concept
forecastwhy →ASK · PREDICT · DECIDE

DataLens

AI analytics & decision intelligence

Ask your data a question in plain English and get a chart, a forecast and a why.

  • Natural-language to SQL
  • Forecasts & what-ifs
  • Explained recommendations
SC.07Work

IMAGINE IT.
WE ENGINEER IT.

Every engagement starts as a sentence. Pick one — watch how we break it into components, wire them into an architecture and plan a first release.

tap an idea to transform it

what if AI…?FIG. 7 — THE CLIENT
Have a different idea? Let's sketch it →
BP.07-1 — ENGINEERING BLUEPRINT

Input

“I need an AI customer support agent.”

Component equation

RAGAI AgentCRMVoice

Architecture sketch

CustomerN.1Voice / chatN.2AI agentN.3Knowledge (RAG)N.4CRMN.5feedback → improve

What we'd typically ship first

  1. 01Knowledge base indexed with retrieval and cited answers
  2. 02Agent with tools to look up orders, tickets and accounts
  3. 03Voice and chat channels with human hand-off
  4. 04Conversation summaries written back to the CRM
  5. 05Evaluation set and guardrails before go-live

then iterate with real users — scope is set together in discovery

SC.08Industries

AI FOR EVERY BLOCK
OF THE CITY.

From hospitals to game studios, the building blocks are the same — LLMs, agents, retrieval, vision, voice and prediction — engineered around each industry's data and rules.

click a building to light it up

FIG. 8 — WREXA CITY (NOT TO SCALE)
HHEALTHCAREFINTECHMANUFACTURINGENTERPRISEEDUCATIONLEGALREAL ESTATERETAILLOGISTICSGAMINGSAASevery block runs on AI1 BLOCK = 1 INDUSTRY

← scroll the city →

BLOCK 01 / 11

Healthcare

Clinical workflows that give time back to care teams.

AI use cases
  • 1.Clinical note summarisation and structured documentation
  • 2.Medical-imaging triage assistants with human review
  • 3.Patient intake and appointment voice agents
  • 4.RAG search over protocols and internal guidelines

don't see your industry? the same blocks apply.

SC.09About Wrexa

ONE TEAM,
THREE HUBS.

follow-the-sun deliveryUSACasper, WyomingUAEDubaiINDIAChennaiday / night handoff — work keeps movingFIG. 9 — UAE · USA · INDIA, ONE TEAM

Wrexa Technologies is an AI product engineering company that takes ideas from sketch to production. We design, build and deploy LLM applications, AI agents, RAG systems, computer vision, voice AI and predictive models — with strategy close to our clients and engineering depth behind it.

three hubs, one delivery rhythm

HQ.AE

UAE

Dubai

Client collaboration, strategy and delivery across the UAE & Middle East.

Sheikh Zayed Road, Dubai, UAE
Gulf Standard Time
HQ.US

USA

Casper, Wyoming

Client collaboration, strategy and product engagement.

5830 E 2nd St Ste 8, Casper, WY 82609
Mountain Time
HQ.IN

India

Chennai, Tamil Nadu

AI engineering, software development, cloud, data and delivery.

3/350 Rajiv Gandhi Salai (OMR), Chennai
India Standard Time
SC.09BServices & where we work

AI development across the UAE & Middle East.

Wrexa is a Dubai-based, remote-first AI development company. We build for businesses across the UAE and the wider Middle East — one team, from first sketch to production.

wherever you are, the first call is on us

AREA.01

Across the UAE

From Dubai and Abu Dhabi to Sharjah and the Northern Emirates. Client collaboration and delivery on Gulf Standard Time, aligned with your working week.

  • Dubai
  • Abu Dhabi
  • Sharjah
  • Al Ain
  • Ajman
  • Ras Al Khaimah
  • Fujairah
  • DIFC
  • Business Bay
  • Dubai Internet City
  • Jebel Ali
  • Dubai Silicon Oasis
AI development company in the UAE →
AREA.02

Across the Middle East

Businesses throughout the GCC and the wider region. Remote-first delivery from our Dubai hub, with global engineering depth behind it.

  • Saudi Arabia
  • Qatar
  • Bahrain
  • Kuwait
  • Oman
  • Riyadh
  • Jeddah
  • Doha
  • Manama
  • Kuwait City
  • Muscat

AI development services

SC.10Wrexa AI Lab

THE WREXA
AI LAB

An experimental laboratory: seven working benches where you can poke at the ideas behind the products we ship. No slideware — the website itself demonstrates Wrexa's engineering.

every demo runs in your browser — nothing you type leaves this page

← swipe for more labs · arrow keys work too →

EXP.01 — LLM LAB

fig.1 — apparatus

Experiment 01 / 07

LLM Lab

Question · How does a language model read your words, and how does it choose the next one?

turn the heat up → weirder words

Runs
in your browser
Network calls
0
Method
Rule-based tokenizer + a toy next-token table, real softmax and sampling.
in-browser simulationtokenssoftmaxtemperature

fig.1aTokenizer visualiser

Wrexa·ships·production-grade·AI·agents,·internationalization·included·—·in·2026.
20
tokens (approx.)
4.0
chars / token
10
words

≈ $0.000060 per request · ≈ $60 per million requests

⚗ Approximate, rule-based splitting at an illustrative $3/1M-token rate — real tokenizers and prices differ.

fig.1bTemperature & sampling

step 1/4

Wrexa builds AI that

0.80
·ships35.6% z=3.2·works27.7% z=3·scales16.8% z=2.6·listens7.0% z=1.9·reasons5.5% z=1.7·learns3.8% z=1.4·sees2.6% z=1.1·dreams0.74% z=0.1·sings0.27% z=-0.7·bananas0.06% z=-1.9
entropy 2.37 bits

sample a few times, then move the slider

⚗ Toy model: fixed logit tables, real softmax + Math.random sampling.

toy models on purpose — production versions use real models, evals and guardrails

7 benches · 0 network calls · 0 new dependencies

SC.10BFAQ

Questions, answered.

still curious? just ask

What does Wrexa do?

Wrexa is an AI product engineering company. We build generative AI and LLM applications, AI agents, RAG knowledge systems, computer vision, voice AI and predictive machine learning models — and take them from idea to production.

Do you work with clients across the UAE and the Middle East?

Yes. We work with businesses across the UAE and the wider Middle East, as well as internationally. Client collaboration and delivery are led from our Dubai hub, backed by a global engineering team.

What kind of companies do you work with?

Startups, growing businesses and enterprises in healthcare, fintech, manufacturing, education, legal, real estate, retail, logistics, gaming and SaaS.

Which AI models do you use?

We're model-agnostic. We integrate, customise, fine-tune where appropriate, evaluate and deploy models from OpenAI, Anthropic, Google, Meta, Mistral, Qwen and the open-source ecosystem — chosen for each task's quality, cost and privacy needs.

How does an AI project with Wrexa start?

With a short discovery phase: we define the business problem, check feasibility and data, and propose an architecture and plan. Share your idea through the project form or email contact@wrexa.com.

Can you take our AI prototype to production?

Yes. We add evaluation, security, monitoring and scalable cloud deployment so a working demo becomes a dependable product.

SC.11 · Final frame

What should we build?

Your idea is the first frame.
We'll build the rest.

PROJECT BRIEF · FR.01

describe it like you'd sketch it on a napkin

I need AI for...

or write to contact@wrexa.com

You have the idea.

We build the intelligence.