I build AI systems — and write about how.
I help serious founders ship AI, products, and systems that survive real-world use.
Independent. Written from Dubai 🇦🇪
Field notes from building AI systems. Build logs, working blueprints, and what shipped — weekly.
This isn't another AI consultancy.
It's a UAE-native AI implementation studio — productized offers, AED prices on the page, a five-day audit you can buy today, builds that ship in weeks not quarters.
Audits. Builds. Retainers. Three tiers, fourteen named services, every one anti-hype and DIFC/PDPL/Dubai AI Seal-aware by default.
We publish what works, we cite our sources, and we don't sell what we can't ship.
For UAE operators who'd rather see the system than the slide.
AI in the UAE
Operator-grade AI for UAE businesses.
Verticals
Real estate, clinics, family office, hospitality.
Regulation
DIFC, PDPL, CBUAE, Dubai AI Seal.
Tools
Claude, ChatGPT, Cursor, n8n — tested in the UAE.
News & Strategy
UAE government AI moves, regulation, market shifts.
Tools I use What I run, recommend, and review honestly — including the ones with no affiliate program.
Bitrix24
Used by half the UAE — what to keep, what to replace.
Open guideClaude
The frontier model that ships in regulated UAE work.
Open guideChatGPT
The default operator AI — when to use it, when not to.
Open guideCursor
The AI editor for serious UAE engineering teams.
Open guiden8n
Self-hostable automation that respects PDPL boundaries.
Open guidePropSpace
The UAE real estate CRM with AI hooks worth knowing.
Open guideBitrix24
Used by half the UAE — what to keep, what to replace.
Open guideClaude
The frontier model that ships in regulated UAE work.
Open guideA portfolio, built in public.
DVNC Dev
dvnc.dev · United States
DVNC Dev
AI engineering for US companies — Claude Code infrastructure, AI agents taken from demo to production, and custom AI control dashboards.
DVNC.ae
dvnc.ae · United Arab Emirates
DVNC.ae
AI implementation and governance for UAE businesses — compliance-fluent, AED-priced, founder-led.
DVNC Agency
dvnc.agency · International
DVNC Agency
Premium build and automation — flagship sites, software MVPs, and AI features shipped in weeks at a fixed price.
DVNC Studio
dvnc.studio · United States
DVNC Studio
Campaign-grade creative — ad, UGC, film, and brand work built with AI, directed by humans, fully owned by you.
What the empire published this month.
Updated May 2026
Claude Code in production — surviving the security review
What 88% of pilots get wrong about evals, guardrails, and the AI agent's permission boundaries.
Dubai's AI Seal — what mandatory certification actually requires
The application path, evidence pack, and the compliance floor that most consultants miss.
The Automation Audit — finding wasted work in 30 minutes
A walkthrough of the $3.5K front door we run with every funded startup before any build kicks off.
Synthetic performer disclosure — what NY's June 9 law demands
Disclosure copy, talent releases, and the contract clause every brand needs before the deadline lands.
One letter, every Sunday. Working systems — not hot takes.
Build logs, working systems, and field notes from running a portfolio of AI ventures. Sent weekly, never more.
Don't know where to start with AI? A 5-day audit turns sprawl into a 90-day shipping plan.
From AED 9,500 · Fixed price · NDA before any data is shared