Prove it
Your AI is live — but can you prove it works? Independent assessments and validation reports for investors, regulators, and your own peace of mind.
Fixed fee · 1 week
For companies shipping AI — and the labs training it
Your AI should work. We make sure it does.
المفروض الذكاء الاصطناعي عندك يشتغل. إحنا بنضمن إنه يشتغل.
We audit, fix, and build AI systems — for businesses in MENA and the AI labs training the models. Data, evaluation, and production builds, in Arabic and English natively.
One week · Fixed fee · No commitment after
Fixed scope. Fixed price. You own what we build.
The AI building boom is here. Most of what's being built breaks in production.
Every technology era needs its builders.
The internet had web agencies. Mobile had app studios. The AI era needs contractors — teams that design, build, inspect, and maintain the systems everyone else runs their business on. The gap is widest where we live: 400 million Arabic speakers, and models that lose accuracy the moment a customer writes in dialect. We work on both sides — natively.
Start with the job you need done.
Fix it & build it
From a chatbot that embarrasses you in Gulf Arabic to a document pipeline that doesn't exist yet. Fixed-scope builds, milestone payments, full handover.
Fixed price per project · 2–6 weeks
Feed it & staff it
Evaluation datasets, licensed Arabic speech and text, human feedback data, and managed bilingual expert teams — for AI labs and data companies.
NDA first, sample second
Watch it
Already shipped? AI accuracy drifts silently. Monthly monitoring from $500/month, cancel anytime.
Two horizons. One contractor.
Some clients need AI working in their business this quarter — automation, assistants, dashboards, trained teams. Others are building the AI products of the next decade — and need data, evaluation, and environments no one else can supply. We build on both horizons, with the same rules: fixed scope, fixed price, you own what we build.
Horizon 1 — AI Adoption (Today)
For businesses putting AI to work now.
Horizon 2 — AI Infrastructure (Next)
For companies building AI itself.
Hybrid intelligence: how every engagement runs.
Human judgment + AI systems = hybrid intelligence. Neither alone ships to production.
Human judgment
Domain experts define what "good" means — dialect coverage, compliance boundaries, cultural correctness.
AI systems
Pipelines run at scale — ingestion, testing, retrieval, monitoring.
Hybrid intelligence
Production infrastructure
Everything lands as something you own: documented, tested, handed over.
Built for the industries where Arabic accuracy is money.
- Real Estate & PropTech WhatsApp is your sales floor. Your AI should speak buyer. →
- Financial Services Regulators are starting to ask for proof. We produce it. →
- E-commerce Customers search in dialect. Your catalog doesn't. That's revenue leaking. →
- Healthcare Patients don't speak clinical MSA. Error tolerance: zero. →
- Government Citizen services that work for everyone, not just MSA readers. →
Why us
Bilingual-native, not bolted on.
English at global standards, Arabic at native dialect fluency — Egyptian, Gulf, Levantine. We author in both.
Contractors, not a startup.
No equity, no subscriptions, no lock-in. You own every deliverable.
Domain depth.
Finance, compliance, real estate, customer operations — Sharia screening and regulatory language.
We build what we sell.
Every tool we use with clients ran on our own production systems first.
For businesses
Not sure if your AI works in Arabic? Find out in one week.
Get an AI assessmentFor AI labs & data companies
Need Arabic data, evaluation, or team capacity? Tell us the spec.
Start a conversation