AI that ships, not just demos
Most AI projects stall after the prototype — especially at growing companies and Gulf enterprises who trusted the wrong vendor. We architect for production from day one, put senior engineers on every build, and hand you every line of code.
85% of AI projects never reach production. Here's what goes wrong — and how we prevent it.
73% of failed projects were prototypes deployed as systems
Most agencies treat launch as a handoff, not a milestone
Scope creep is the #1 cause of AI project budget overruns
84% of AI failures trace back to leadership and team quality issues
Data sovereignty is the #1 blocker for Gulf enterprise AI adoption
Only 12% of organizations have AI-ready data without hallucination risk
Mid-market founders. Gulf enterprises. Teams that already tried once.
We sit between Big 4 consultancies ($300K+ starting price) and freelancers who never reach production. Senior engineers. Fixed price. Delivered in weeks, not quarters.
Founders & CTOs
Building AI into your product for the first time. You need it architected for production — not a prototype that impresses in demos and breaks under real users.
$6K – $40KGulf Enterprises
UAE, Saudi, and MENA clients who need Arabic-first AI, on-prem deployment, and a guarantee that data never leaves your infrastructure. We build in Arabic and deploy locally.
Data sovereignty + Arabic supportTeams That Tried Once
You built internally or hired a freelancer. It didn't ship. Now you need senior engineers with a track record — and a fixed-price contract before work starts.
30-day post-launch support includedNot the right fit if: you need Big 4 brand cover for a board presentation · budget under $5K · or you want a ChatGPT wrapper.
Four production systems. Yours in 6–10 weeks.
Not prototypes. Not ChatGPT wrappers. Production systems with full source code, owned by you forever. Six systems still running in production today.
AI Agent Systems
The 3-hour daily task your team hates — automated end-to-end
Tell us the workflow eating your team's hours: invoice processing, lead qualification, contract review, report generation. We build a system that runs it automatically, routes edge cases to a human only when it genuinely needs judgment, and logs every decision. Average ROI: 171%. Knowledge workers recover 6.4 hours per week. Typical payback: under 5 months.
Enterprise RAG Engines
Your entire document library, searchable by meaning — every answer cites its source
Stop losing hours to Ctrl+F across 50,000 documents. We build a private knowledge base on your contracts, manuals, policies, and reports — answers in plain language, cites the exact page. Runs fully on-prem if your data cannot leave the building. $3.70 returned per $1 invested. Most deployments pay for themselves within 60 days of operation.
Voice AI & Automation
Never miss a call — AI answers, qualifies, and books in Arabic or English, 24/7
An AI receptionist that picks up every call, understands Arabic or English, checks your calendar, and confirms the booking — no hold times, no sick days. AI handles calls at $0.11/minute vs $2.70–$5.60 for a human agent. 24/7 coverage, zero call center overhead. ROI of 500–3,700% reported. Deployed in 4–6 weeks.
AI SaaS Development
Your AI product idea, built and shipped by engineers who have done this before
Not a prototype. A complete product: authentication, billing, AI features, database, API, and a production deployment your users can actually pay for. We have shipped AI SaaS products before — you get that experience, not someone's learning curve. AI features consistently add 18–25% incremental revenue on enterprise deals.
Same production outcome. One-tenth the price.
We carry 15% of their overhead and none of their vendor partnerships. The engineers you meet are the ones who build your system — no junior handoff, no subcontracting.
* Big 4 firms generated $15B+ in tech vendor alliance revenue in 2024. Our recommendations are fully vendor-independent.
Fixed price. No surprises.
Most AI projects fail because scope was never defined. We define it first — in writing — before a dollar changes hands.
Free Architecture Call
30 minutes. We map your data, workflows, and constraints. You get an honest answer: is AI actually the right tool here? If it isn't, we'll tell you.
Written Spec in 3 Days
A detailed architecture document: agent topology, data flow, vector store strategy, latency targets, integration points, and a fixed price. You sign off before any code is written.
Build in 1-Week Sprints
Working demos on your real data at every sprint. No big-bang delivery. You see the system running — and can course-correct — before it's complete.
Full Handoff. You Own It.
Complete source code, deployment runbook, and documentation. 30-day post-launch support included. The system runs in your infrastructure — you own it fully.
Six systems. Still running.
Real before/after metrics from production deployments. Not benchmarks. Not pilots. Systems that have been live for months.
Legal Research Agent — Law Firm
Before: Partners spending 4+ hrs per research brief. 3 paralegals on research full-time.
Multi-agent LangGraph system queries 200K+ case law documents, extracts precedents, and drafts structured briefs — with a human review gate before delivery. Validated at 97% accuracy by senior partners.
Policy Knowledge Base — Gulf Financial Firm
Before: Compliance team answering policy questions manually. 4–6 hr turnaround. Data could not leave the building.
On-premise RAG on private GPU hardware — zero cloud exposure. 10,847 policy documents ingested. Serves instant, cited answers while meeting strict Gulf data residency requirements.
AI Receptionist — Medical Clinic, UAE
Before: 30–40% of after-hours calls missed. 1 front-desk staff handling all inbound bookings.
Bilingual AI receptionist in Arabic and English answers every call, checks live calendar, books appointments, and sends SMS confirmations — 24/7 with no hold times.
Invoice Processing Automation
Before: Finance team spending 3+ hrs/day on 50–80 invoices. 8% manual error rate causing payment delays.
n8n orchestration + Claude Opus 4 for extraction + confidence-threshold routing to human review for edge cases + direct ERP integration. Every decision logged and auditable.
Support Automation — E-Commerce
Before: 4 agents handling 600+ tickets/week. 48-hr avg resolution time. High burnout from repetitive queries.
RAG over 3,200 product docs, return policies, and live order data. Handles routine tickets autonomously; routes genuine edge cases to humans with full context pre-loaded.
Property Intelligence Platform — Proptech
Before: Founder had validated concept but no technical co-founder. Manual analysis process that couldn't scale.
Full AI SaaS built from scratch: Next.js, Supabase, Stripe billing, Claude Sonnet 4 for property analysis, real-time data integrations. Shipped in 9 weeks from kickoff to paying customers.
We work at the frontier
LangGraph 1.0, n8n AI agents, Claude Opus 4, GPT-5, MCP — senior engineers who stay current and deploy what actually works in production today, not what worked in 2023.
Click any card — see the production output. Highlighted cards link to the full technical write-up.
You'll know if it's worth building
before we write a line of code.
30 minutes. We'll map your workflow, identify whether AI is actually the right solution, and give you a written architecture spec within 3 days. Fixed price before any work starts.
Available in English and Arabic · US · UK · Gulf · Europe