We add millions to your top line, without adding to your headcount.

We study the flows that already make you money, then bridge the gaps with algorithms and rigorous analysis that never let your data leave your premises. The result: agentic systems delivering 3x output from the same team — live in 6 weeks.
Dubai Municipality·National Infrastructure

Makani — Precision addressing for an entire emirate.

We rebuilt the official geographic addressing system for Dubai from the ground up. Web, mobile, indoor navigation, and full API integration. The system that 365,000 people now use to find any building entrance in five emirates — to within one square metre.

365K+
Daily Users
1m²
Accuracy
5
Emirates
Makani — Dubai precision addressing
Government · Smart Cities 2024
01 / 04
PoliSync·Enterprise Underwriting

127 API endpoints. Three weeks to production.

An enterprise insurance quoting engine combining intelligent document processing with deterministic rule engines. 32 database tables, 17 route modules, five user roles. Scope tripled post-launch with zero headcount added.

127
API Endpoints
32
DB Tables
~3 wks
To Prod v1
PoliSync — Insurance quoting engine
Insurance · Agentic AI 2025
02 / 04
Ministry of Culture·Saudi Marine Tourism

Blue Kingdom — Saudi marine tourism, built in 20 weeks.

A national platform showcasing Saudi Arabia's marine biodiversity. Dive computer integration, conservation education, and a booking platform for diving experiences. One-engineer delivery using MAD methodology — the output of an eight-person conventional team.

700K+
Unique Visitors
45%
Direct Bookings
30%
Tourism Boost
Tourism · Marine 2023
03 / 04
ADEK · Abu Dhabi·Cultural Platform

National Art Expressions — 198 schools, one platform.

A unified digital art exhibition platform showcasing more than 1,000 student artworks at Manarat Al Saadiyat and Louvre Abu Dhabi. 198 schools. 1,500+ students. A national cultural moment, supported by infrastructure that had to work flawlessly on opening day.

1,000+
Artworks
198
Schools
1,500+
Students
National Art Expressions — ADEK
Government · Education 2024
04 / 04

Nine capabilities.
All in production.

Each capability is backed by live deployments. Not research. Not roadmap. Systems running today, under real operational conditions.

Agentic AI and RAG
  • Agents that reason, retrieve, and act on real enterprise data
  • Document intelligence, procurement automation, compliance monitoring
  • Built for regulated environments where every decision must be traceable
Learn more →
Generative AI and Custom LLMs
  • Domain-specific models fine-tuned for your data and your context
  • Deployed on-premise and air-gapped for data sovereignty requirements
  • Your model, your infrastructure, your control — no public API dependency
Learn more →
Computer Vision and Video Analytics
  • Real-time visual intelligence for traffic, safety, and infrastructure monitoring
  • Edge deployment on existing camera networks — no new hardware required
  • Multimodal insights from live video at city scale
Learn more →
Industrial Digital Twins
  • Physical AI simulation of infrastructure, utilities, and transport systems
  • Built on real operational data — not synthetic models
  • Live synchronisation between physical assets and digital representation
Learn more →
AI Decision Systems
  • Deterministic, auditable AI embedded into regulated workflows
  • Rule engines where rules are right. Models where models are right.
  • Every decision traceable, explainable, and defensible to regulators
Learn more →
Accelerated Data Science and MLOps
  • End-to-end ML pipelines from raw data to deployed model
  • Real-time analytics infrastructure built to scale with your operation
  • Model monitoring, retraining, and governance built in from day one
Learn more →
Conversational Sales Intelligence
  • Embedded sales agents that qualify visitors and score intent on five dimensions
  • Auto-generated proposals delivered to the prospect within seconds, branded as your team
  • One is running on this site right now, in English and Gulf Arabic
Learn more →
Systems Engineering
  • End-to-end platform design, development, and integration for government and enterprise
  • Mobile apps, cloud infrastructure, IoT engineering, UAE PASS integration
  • Performance engineering for high-transaction systems (50M+ processed)
Learn more →
Platform Stewardship
  • Long-term ownership of live systems — compliant, current, and resilient over years
  • Annual maintenance contracts, SLA management at 99.9% uptime
  • Security hardening, regulatory compliance, and institutional continuity
Learn more →
Deployed. Not demoed.
Dubai Municipality
365,000 people navigate Dubai daily on a platform we rebuilt from the ground up
Senegal & Somalia
National vaccine management platform for two governments, built and deployed in weeks
ITC Abu Dhabi
Road safety AI platform, six years active, zero vendor transitions, four platform phases
NAPCO National, KSA
AI sales supervision — 40% efficiency gain and 25% sales increase in six months

For over a decade, governments and enterprises across the region have trusted us with systems that cannot fail.

Ministries. Regulators. Enterprises. Public infrastructure. The work is quiet. That is the point.

Founded 2013. Built on 20+ years of engineering depth.

Our founder started building from the machine up in 2005 — packet sniffers in raw C, custom mapping frameworks from scratch. That foundation shapes everything Hash Include delivers today: national vaccine platforms, AI in healthcare and road safety.

When you understand the machine beneath the model, you build differently. That's what first-principles engineering produces.

Our full story →
2005

Founder's Machine Layer

C, Linux, OS tooling, packet sniffers, custom hardware, Symbian SDK (pre-company)

2013

Hash Include Founded

Company established. National platforms, government-scale products, mobile, enterprise

2021

National Infrastructure

COVID vaccine platform for Senegal & Somalia, healthcare, logistics

2024

Intelligence Layer

AI decision engines, digital twins, Makani rebuild, FinTech AI, road safety intelligence

Ready to get started?

Government and Enterprise

Systems that serve millions.
AI that regulators can question.

Production-grade intelligent platforms for governments, regulators, and enterprises. Long-term technical ownership. Built to last.

Start a conversation →
Growing Businesses

Automation and AI
for businesses ready to move faster.

RPA, AI integration, workflow automation, and back-office optimisation. Free process audit. Results in weeks, not months.

See what we offer →
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