CUSTOM AI SYSTEMS
The quiet engine behind well-run companies.
Diraya designs and builds AI for whatever your business runs on: agents that book property viewings, graphs that map defence supply chains, and sensors that catch network threats before anyone notices.
Now onboarding new clients
Services
What we build.
Agents that talk to customers, qualify leads, and hand your team warm opportunities.
Repetitive back-office work captured, routed, and completed automatically.
Models that watch an operation and flag problems before they become incidents.
A clear roadmap for where AI pays off in a business, and where it doesn’t.
Current work
Three systems, three industries.
01Live in production
PropBot AI
Real estate
An AI real estate agent that lives on the broker’s WhatsApp line. It replies to leads within seconds in seven languages, natural Gulf-dialect Arabic included. It qualifies buyers conversationally, matches them to live inventory with photos and brochures, and books viewings with automatic reminders.
Brokers keep control from a dashboard with one-tap takeover and hot-lead alerts.
Onboarding beta brokers in Dubai and Abu Dhabi.
Built on Anthropic Claude, the official Meta WhatsApp Business API, and Google Cloud hosted in the Middle East region.
02Working prototype
Provenance-Graph
Defence supply chains
A federated provenance graph of every software library, firmware image, and hardware component across a defence group’s acquired companies. “Which of our platforms are affected?” becomes a query answered in seconds instead of a weeks-long audit.
Raw firmware never leaves each entity; only abstracted graph facts move, keeping export control intact.
Developed as a proposal for the Integrated EDGE Group, with a working prototype built on real firmware, real SBOMs, and real CVE data.
03In build
CyberShield SME
SME network security
A managed network detection and response service for UAE SMEs. A lightweight software sensor sits passively on the customer’s network and runs detection at the edge; only compact security metadata reaches a UAE-hosted cloud, so raw traffic never leaves the building. The design aligns with PDPL from the ground up.
Multi-stage attacks are stitched into one plain-language incident, delivered in Arabic and English on a clean dashboard and over WhatsApp.
Who we are
A general studio, not tied to one sector.
Diraya is an AI studio in Abu Dhabi. We design and build custom AI systems for any industry.
Work so far spans real estate, defence supply chains, and SME network security.
We take on a small number of builds at a time; founding clients get senior attention end to end.
Founders
Who you work with.
Clients work directly with the two founders, Hamdan and Naser, who lead a team of AI experts.
Hamdan Almessabi
Co-founder
Naser Almenhali
Co-founder
Process
First working demo within 2 weeks of kickoff.
Start here
Put your operation on rails.
Write to us
Write to us and we will pick it up: