Government

Building Malaysia’s
AI-Powered
Government

GLEM creates the sovereign AI infrastructure Malaysia
needs to modernise at national scale: faster services,
stronger security, and unified operations across every ministry.

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A New Era for Malaysia:

Toward a Fully
Connected Nation

Malaysia's ambition to become an AI Nation by 2030 demands more than incremental upgrades. It requires a government that operates as one coordinated system.

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The Secure Ecosystem of AI Agents Communication

Connected securely to its own data

Each ministry agent links directly to its data and official systems like HRMIS, JPJ, SSM, MITI, SOCSO, KWSP ensuring it works only with authorised government data under strict access control.

Governed under national policy

Every action performed by an agent follows PDPA, national cybersecurity standards, and ministry-specific regulations. All outputs are explainable, logged, and fully auditable to maintain public trust.

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Agent to collaborate with other ministry agents and external service providers agents

Agents exchange information automatically, allowing cross-agency workflows and at the same time connect with banks, insurers, utilities, and state agencies to automate downstream updates and verifications across sectors.

Driving National Outcomes

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How We Help
Inside Your
Government
Agencies

GLEM connects and modernises internal operations.

  • Feature Government-wide data consolidation
  • Feature Licensing & permit workflow automation
  • Feature Grants, subsidies & benefits automation
  • Feature Fraud detection, risk analytics, and compliance
  • Feature Document extraction, verification & routing
  • Feature Real-time dashboards for policy and KPIs
  • Feature Integration with legacy systems across ministries

How You Serve
Citizens Better

GLEM enables fast, predictable, citizen-facing experiences.

  • Feature 24/7 AI service agents
  • Feature Unified conversational access to all ministries
  • Feature Self-service for renewals, payments
  • Feature Proactive reminders and compliance alerts
  • Feature Full audit trails for every citizen interaction
On-Premise Deployments for
Full Control and Sovereignty
Absolute Control Over National Data
Absolute Control Over National Data
Nothing leaves government infrastructure. All citizen data and agency records stay within Malaysia's borders.
Air-Gapped & High-Security Options
Air-Gapped & High-Security Options
GLEM runs in fully restricted environments with zero internet access ideal for ministries requiring maximum isolation.
Full AI Capability. Zero Cloud Dependency
Full AI Capability. Zero Cloud Dependency
Models, inference, routing, workflows, and analytics operate entirely on-prem, without external APIs or third-party providers.

Why GLEM Is the Right Foundation for Malaysia

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National-Grade
Security

• PDPA-compliant, fully encrypted systems.
• Every action logged.
• Every access controlled.
• Critical data stays on Malaysian soil.

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Governance
by Design

• Explainable outputs.
• Transparent reasoning.
• Auditable workflows.
• Clear human-in-the-loop control.

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True Digital
Sovereignty

• Malaysia owns the data.
• Malaysia controls the models.
• Malaysia stays independent from foreign AI vendors.

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Scalable Across
the entire Government

• Built for nationwide deployment.
• Integrates with any system or model today or in the future.
• No vendor lock-in. No dead ends.

Ready to accelerate your competitive advantage?

Experience a live demo of GLEM's enterprise AI platform and see immediate ROI potential for your organization.

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