UAE · MoHRE · Prepared for Ministry of Finance

From Ministry Innovation to Market Impact — 8 AI Products, with more to come.

Portfolio 5-Yr Revenue
AED 127–234M
Conservative–Aggressive across 8 projects
Gov. Ownership Retained
100%
IP stays with MoHRE
Target Markets
UAE + GCC + International
Federal · Local · Regional
MoHRE Returns · 5-Yr Scenarios · Portfolio Total
Conservative Revenue
AED 127.1M
AED 57.6M MoHRE return
AED 44.7M profit (after OPEX)
Base Case Revenue
AED 168.0M
AED 75.0M MoHRE return
AED 59.1M profit (after OPEX)
Aggressive Revenue
AED 233.6M
AED 102.8M MoHRE return
AED 82.2M profit (after OPEX)
Per-Project Breakdown · Show / Hide
Project5-Yr Revenue RangeY1 (AED M)Y2 (AED M)Y3 (AED M)Y4 (AED M)Y5 (AED M)5-Yr Cumulative
RevMoHRE ProfitRevMoHRE ProfitRevMoHRE ProfitRevMoHRE ProfitRevMoHRE ProfitRevMoHRE Profit
AI Risk Agent55% · − OPEXAED 16.2–26.2M1.90.93.01.34.31.95.22.46.22.820.69.3
AI Anomalies Agent55% · − OPEXAED 16.9–27.8M1.90.93.11.44.82.25.62.66.53.021.810.0
AI Safety Agent55% · − OPEXAED 11.5–22.9M1.40.62.10.93.01.33.51.44.11.614.25.8
AI Workforce Taxonomy55% · − OPEXAED 7.3–11.6M0.90.31.40.51.90.62.30.82.70.99.13.0
AI Consultant Agent55% · − OPEXAED 6.9–10.8M0.80.21.20.31.90.62.10.72.50.88.52.7
Tawjeeh Avatar55% · − OPEXAED 11.6–19.2M1.20.42.10.83.31.43.81.64.51.814.76.1
AI-Powered Quota V2.055% · − OPEXAED 7.8–12.5M0.90.31.40.52.10.82.50.92.91.09.93.4
UAE Skills30% · − OPEXAED 49.2–103.2M7.82.19.62.613.83.717.14.620.85.769.118.7
Portfolio TotalAED 127234M16.85.723.88.335.012.642.114.950.217.6168.059.1

Based on only 8 initial use cases — many more MoHRE digital products can be commercialized.

02

What We Will Monetize · AI / Digital Apps & Models

MoHRE can unlock new value by offering anonymized labor-market data, AI-powered use-case modules, and advisory services to its partners.

Pillar
AI / Digital Apps and Models
On-demand access to MoHRE AI use cases

Partners tap MoHRE’s AI intelligence on demand — no upfront build, no in-house data science required.

8 validated use-case modules · just the beginning
The Ask · Endorsement of the Special Purpose Vehicle (SPV)

Endorsement will enable the proposed SPV, creating an estimated AED 127234M revenue opportunity over five years.

Ask 01
SPV Mandate

Endorse the legal & governance framework to establish the SPV.

Ask 02
Commercial Enablement

Allow the SPV to contract, price and partner under private-sector rules.

Ask 03
Governance Seat

MoF representation on the SPV Board for funding oversight.

01

Why Monetize · Strategic Rationale

As the UAE diversifies non-oil revenue, federal and local entities are monetizing their service offering to strengthen financial sustainability and create new value for government, citizens and the private sector.

Key Benefits & Value of MoHRE’s Monetization Initiative

💰
Strengthen Financial Sustainability

New reliable revenue streams supporting MoHRE’s operations and future growth.

💎
Create New Value

More integrated services and useful data for citizens, employers and institutions.

🧠
MoHRE as a Platform for Innovation

Showcase MoHRE’s digital and AI capabilities as a national innovation engine.

04

Why an SPV · Operating Model

Operating Model · applied to every use caseMoHRE IP Share · 55%
  1. 01
    MoHRE owns IP
    Ministry retains full IP rights
  2. 02
    Client contracts with SPV
    One Commercial Entity
  3. 03
    Implementation Partner delivers
    Build · deploy · operate
  4. 04
    Client pays SPV
    All revenue flows through SPV
  5. 05
    SPV distributes revenue
    Per agreed share model
  6. 06
    MoHRE receives XX%
    IP share · partner takes XX%
Special Purpose Vehicle (SPV)
Description

Standalone MOHRE-owned entity that operates commercially — sells services, runs partnerships, and manages platforms / APIs.

Approach
  • • Defined mandate, governance and commercial powers.
  • • Private-sector contracting, pricing and SLAs.
Benefits
  • • Agility and speed to market
  • • Clear split: regulatory vs. commercial
  • • MOHRE keeps data, IP and strategic direction
Challenges
  • • Legal setup, governance and initial funding required
  • • Strong oversight to protect data and public trust
05

SPV Structure · MOHRE NEXUS.Gov

MOHRE Innovation Engine · Strategic Oversight & Retained Governance
AI Product Ownership
Innovation Hub
Product Prioritization
Regulatory Oversight
AI Ethics & Compliance
Key Partnerships
Your Role
Ministry of Finance
Commercial Enablement
Funding Oversight
Board Representation
MOHRE NEXUS.Gov (SPV)
SPV Governance Layer
Board Oversight
Commercial Governance
Product Prioritization
Data / Privacy
Investment & Partnership Approvals
SPV Commercial Operations
Product Management
Sales & Commercials
Licensing & Pricing
Partner Management
Contract & SLA Mgmt
Customer Onboarding
Delivery & Platform Operations
AI Model Operations
Hosting & Infra
Implementation Services
Cybersecurity
Analytics & Reporting
Platform Support
Customers
UAE Ministries
GCC Governments
Semi Government
Private Sector
Public

The SPV commercializes MOHRE’s AI capabilities while MOHRE keeps strategic, regulatory and financial oversight.