INDUSTRIES
Defense

Enterprise AI for efficiency in Defense

Sovereign AI for readiness, sustainment, localization and fraud threat intelligence.

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Enterprise AI platform for ensuring the highest standards of efficiency and effectiveness for organizations that are responsible for national security. Deployed on-premise or fully air-gapped, in Arabic and English, and engineered so you stay in control of the models, the agents and the workflows. Start with a priority mission, then expand across the organization on the same platform.
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Sector Landscape

The Defense Landscape

Headquarters & Command Support
Military Logistics & Sustainment
Defense Industrial Base & Localization
Internal Security, Borders & Civil Protection
Defense Finance, Audit & Governance

Fraud Threat Analysis

What you are dealing with
You assess potential threats of fraud through fragmented information and manual analysis.
What MOZN does
Connects and analyzes relevant signals, entities and relationships to identify and assess emerging fraud threats.

Proactive Signal & Anomaly Intelligence

What you are dealing with
Readiness reporting is periodic. Problems become visible long after they have done the damage.
What MOZN does
Monitors readiness information continuously to surface material signals, anomalies and emerging trends early.

Scenario & Impact Intelligence

What you are dealing with
Scenario analysis is slow and depends on a handful of analysts.
What MOZN does
Models scenarios and assesses the potential impact of different decisions, assumptions and external changes.

Supply Network & Distribution Optimization

What you are dealing with
You hold the wrong spares in the wrong places, and availability pays for it.
What MOZN does
Optimizes how parts and resources flow through the network to improve cost, availability and resilience as conditions change.

Enterprise Knowledge & Memory Assistant

What you are dealing with
Your technical documentation is scattered, multilingual, and often not current.
What MOZN does
One interface across manuals, bulletins and maintenance records, Arabic and English, with citations behind every answer.

Proactive Signal & Anomaly Intelligence

What you are dealing with
You learn about a shortage when something is already grounded.
What MOZN does
Monitors demand and availability information continuously to surface material signals and anomalies early.

Supplier Risk & Performance Management

What you are dealing with
You select and manage suppliers on price because their full performance and risk picture sits across systems.
What MOZN does
Combines supplier history, performance, delivery and risk signals to improve selection and ongoing management.

Spend Analytics & Price Anomaly Detection

What you are dealing with
Abnormal pricing and collusion in a defense supply base are hard to identify by hand.
What MOZN does
Identifies unusual pricing, collusive patterns and spending anomalies across the procurement base.

Cash Flow & Commitment Synchronization

What you are dealing with
Localization and offset programs pay out on milestones across years, against a budget agreed annually.
What MOZN does
Aligns program payment schedules with the planned budget and cash position, then tracks drift and alerts before it delays a milestone.

Compliance Gap & Remediation Automation

What you are dealing with
Localization commitments are tracked in spreadsheets across many programs.
What MOZN does
Maps commitments against actual delivery, identifies gaps, then generates, assigns and tracks remediation to closure.

Hidden Relationship & Network Fraud Detection

What you are dealing with
Persons, entities and movements each look legitimate in isolation.
What MOZN does
Connects entities, activity and relationships to uncover coordinated activity and hidden networks.

Agentic Investigation Workbench

What you are dealing with
Investigators work across fragmented systems and high case volumes with no clear prioritization.
What MOZN does
An AI-assisted environment to prioritize, investigate and resolve cases faster, with evidence and context assembled.

Fraud Threat Analysis

What you are dealing with
You assess threats of fraud from fragmented information and manual analysis.
What MOZN does
Connects and analyzes relevant signals, entities and relationships to identify and assess emerging fraud threats.

Cash Flow & Commitment Synchronization

What you are dealing with
Multi-year program contracts commit you to installments. The budget is annual, and the gap becomes a cash problem before it becomes an accounting one.
What MOZN does
Plans the budget and tests program contract payment schedules against projected cash flow, then monitors alignment through the year and alerts on divergence.

Continuous Financial Anomaly Detection & Audit Automation

What you are dealing with
Audit is periodic and manual, across a very large and fragmented spend base.
What MOZN does
Monitors financial activity continuously to identify irregularities and discrepancies earlier.

Budget & Revenue Forecasting

What you are dealing with
Program budgets move, and understanding the knock-on effect takes a quarter.
What MOZN does
Forecasts against current signals and models the impact when program assumptions change.

Spend Analytics & Price Anomaly Detection

What you are dealing with
Procurement collusion is one of the hardest things to see from inside the process.
What MOZN does
Identifies collusive patterns, abnormal pricing and hidden supplier relationships across procurement activity.
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SOLUTIONS FOR DEFENSE

AI for defense.

The platform powers a range of solutions explained below. Built once, applied everywhere. Select a solution to see what it does and where you can apply it.

Procurement & Supply Chain Intelligence
Predictive & Decision Intelligence
Fraud & Investigation Intelligence
Enterprise Knowledge & Automation
Finance & Budget Intelligence
Regulatory & Governance Intelligence

Procurement & Supply Chain Intelligence

Availability up, inventory down, and a supply base you can actually see.
Analyze. Manage. Optimize.
  • You hold the wrong spares in the wrong places, and availability pays for it. Localization targets add a second clock to the same problem.
  • MOZN forecasts demand across the sustainment network, optimizes how parts and resources move through it, and brings supplier performance, delivery and risk into one view.
  • Abnormal pricing and collusive patterns across a large defense supply base get surfaced automatically rather than found by hand.
[ Use cases ]
Supply Network & Distribution Optimization
Supplier Risk & Performance Management
Spend Analytics & Price Anomaly Detection

Predictive & Decision Intelligence

Readiness you can see coming, not readiness you report after the fact.
Detect. Anticipate. Decide.
  • Readiness reporting is periodic. By the time a problem is visible it has already cost you availability.
  • MOZN monitors readiness and operational information continuously to surface material signals and anomalies early, then models what happens next.
  • Scenario and impact analysis stops depending on the two analysts who know how to run it.
[ Use cases ]
Proactive Signal & Anomaly Intelligence
Scenario & Impact Intelligence
Decision Recommendations & Next Best Action

Fraud & Investigation Intelligence

Persons, entities and movements each look legitimate. The network does not.
Detect. Uncover. Investigate.
  • Fraud threat assessment still runs on fragmented information and manual analysis, across systems that were never designed to talk to each other.
  • MOZN connects entities, activity and relationships to identify and assess emerging fraud threats, and to uncover coordinated activity hiding behind individually clean records.
  • Investigators get one environment where the evidence arrives assembled and the cases arrive ranked.
[ Use cases ]
Fraud Threat Analysis
Hidden Relationship & Network Fraud Detection
Agentic Investigation Workbench

Enterprise Knowledge & Automation

Technical documentation your technicians can actually find.
Connect. Understand. Execute.
  • Manuals, bulletins and maintenance records are scattered, multilingual and often not current. The knowledge that matters most sits with the people who have done the job longest.
  • MOZN’s platform maps your own documentation and history, Arabic and English, with a citation behind every answer.
  • Then agents run the knowledge-intensive workflows end to end, with your people at the decision points.
[ Use cases ]
Enterprise Knowledge & Memory Assistant
Agentic Workflow Automation

Finance & Budget Intelligence

Multi-year payment schedules against an annual budget.
Plan. Monitor. Anticipate.
  • Program payments run in installments across multi-year contracts. The budget runs annually. When the two fall out of sync, the cash flow problem arrives before the accounting one does.
  • MOZN plans the budget and tests new program contracts against the cash flow they actually commit you to, then monitors that alignment through the year and flags divergence early enough to fix it, instead of at audit.
  • Audit is periodic and manual. Program budgets move, and understanding the knock-on effect takes a quarter.
  • MOZN monitors financial activity continuously to identify irregularities earlier, and forecasts against current signals so a program change gets costed the same day.
[ Use cases ]
Cash Flow & Commitment Synchronization
Continuous Financial Anomaly Detection & Audit Automation
Budget & Revenue Forecasting

Regulatory & Governance Intelligence

Localization and offset commitments, tracked to evidence.
Monitor. Assess. Remediate.
  • Localization and offset commitments are tracked in spreadsheets across many programs, and gaps only become visible at review.
  • MOZN maps commitments and obligations against actual delivery and controls, identifies the gaps, then generates, assigns and tracks remediation through to closure.
[ Use cases ]
Compliance Gap & Remediation Automation
Regulatory Change Monitoring
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TRACK RECORD

Built for environments that cannot compromise.

Ministry of National Guard

Signed an agreement with MOZN on data, artificial intelligence and emerging technologies, to strengthen collaboration and knowledge exchange and to explore how these technologies can support the Ministry’s digital transformation, operational efficiency and responsible adoption of AI.

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Sovereign deployment

On-premise, private cloud, or fully air-gapped. No external connectivity is required to operate the platform, and the models, agents and workflows stay under your control.

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Adjacent public sector delivery

A government body managing a $2.1 billion subsidy fund flagged more than 100,000 suspicious activities. A government financial department shipped five production use cases in 13 months. From AI Pilots to Trusted Production.

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Fraud threat and network detection at scale

The entity resolution and network detection behind MOZN fraud threat analysis is the same engine that carries financial crime detection at national scale for the region’s largest institutions.

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What the analysts say
Category Leader, 2026 RiskTech Quadrant for Enterprise Fraud Solutions. The only Middle Eastern company named a leader. Ranked 16 worldwide in the FCC50 2026, the largest jump in the ranking.
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Notable Vendor, Financial Crime Management Solutions Landscape Q1 2026.
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IDC Innovator, Middle East Regulatory Technology Providers 2026.
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Certified and audited

PDPL accreditation from SDAIA
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NCA ECC-2:2024, audited by EY
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NCA CCC-2:2024, audited by EY
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GDPR
4
ISO/IEC 27001
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All certificates, audit reports, the ISMS scope, network diagram, penetration test report and vulnerability assessment reports are available from MOZN Trust Center ››

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HOW WE ENSURE ROI

Forward Deployed Engineering

We deploy AI experts inside your team to ensure AI delivers sustainable positive ROI for your organization.

MOZN

MOZN AI Platform

An enterprise intelligence platform that connects data and knowledge, understands organizational context, reasons across it, and enables AI to act.

MOZN FDE pod

120+ FDE experts:
AI engineers, data scientists, strategists and change managers, embedded with you and cleared to work in your environment.
YOUR ORGANISATION

Your domain experts

Deep internal know-how of the doctrine, constraints, sustainment realities and workflows that no vendor can guess from the outside.

Successful AI Transformation

Governed, sovereign, owned by you, and giving positive ROI.
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FAQs

Questions you are probably about to ask

Can this run in a classified, disconnected environment?

  • Yes. Fully air-gapped deployment is supported.
  • No external connectivity is required to operate the platform.

Who controls the models and the agents?

  • You do. The models, the agents and the workflows stay under your control, and stay that way.
  • MOZN does not retain a dependency that lets us switch anything off.

Are you a systems integrator?

  • No. MOZN builds and licenses an AI platform, and deploys it with our own engineers alongside your teams.
  • We are not reselling someone else’s stack or billing an integration program.
  • What you end up owning is running software, and the capabilities carry from one mission to the next.

What security assurance can you show us before procurement?

  • ISO/IEC 27001. NCA ECC-2:2024 and NCA CCC-2:2024, both audited by EY. PDPL accreditation from SDAIA. GDPR.
  • The MOZN Trust Center holds the audit reports, ISMS scope, network diagram, penetration test report and vulnerability assessment reports. You can read them before you talk to us.
GET STARTED

Start with your hardest problem. Then expand everywhere.

Our engineers will sit with your team, work on your data, and show you what the platform does inside your own environment.

Get in Touch