OCG Dubai
Strategic Technology Consulting Services
Strategic Technology AdvisoryFor Enterprise Transformation
From Pilot to Production. Governance That Delivers.
Your implementation partners are excellent at building. I make sure it sticks—governance, risk frameworks, and board-level alignment that turns pilots into ROI.
Three Pillars of AI Delivery Excellence
AI Investment Optimization (45%) • Governance That Accelerates (35%) • Delivery Assurance (20%)
AI Investment Optimization
Get More From Your AI Investments
Your implementation partners are focused on delivery. I focus on making sure it lands—optimizing your existing AI investments for measurable ROI and business impact.
Engagement Overview
What We Do
- Generative AI Architecture Review
- Agentic AI System Optimization
- Enterprise AI Deployment Acceleration
- Legacy System AI Integration
- MLOps & Production ML Pipelines
- Vendor Alignment & Coordination
Deliverables
- AI investment optimization report
- GenAI architecture review
- Agentic AI system optimization roadmap
- MLOps infrastructure assessment
- ROI realization framework
- Vendor alignment recommendations
Ideal Client Profile
Organizations with existing AI investments who want to maximize ROI and accelerate time-to-production.
Governance That Accelerates
Frameworks That Speed Up Approval
Governance frameworks that accelerate board approval and keep projects on track. Designed to work with your existing vendor relationships—no replacement required.
Engagement Overview
What We Do
- AI Governance Framework Development
- Risk Assessment & Mitigation
- Regulatory Alignment (UAE, DIFC, International)
- Accountability Structure Design
- Board-Level AI Readiness
- Dubai AI Charter Compliance
Deliverables
- AI governance framework documentation
- Risk classification matrix
- Accountability structure design
- Regulatory compliance roadmap
- Board reporting templates
- Staff training materials
Ideal Client Profile
Organizations deploying AI systems who need governance frameworks that accelerate rather than slow down progress.
Delivery Assurance
Making AI Projects Reach Production
Industry average: 15% of AI pilots reach production. The difference is governance. I help enterprises build the frameworks that turn AI investments into measurable outcomes.
Engagement Overview
What We Do
- Program Health Check
- Vendor Coordination & Support
- Scope & Budget Validation
- Implementation Risk Assessment
- Executive Advisory & Fractional Leadership
- Steering Committee Facilitation
Deliverables
- Program health assessment
- Vendor performance review
- Risk register with mitigation strategies
- Budget optimization recommendations
- Executive dashboard and reporting
- Production acceleration roadmap
Ideal Client Profile
Enterprises and boards who want to ensure their AI investments reach production and deliver measurable business outcomes.
Why Enterprise Leaders Choose OCG Dubai
Governance that accelerates. Enterprise-proven technical depth. Complementary to your existing partners.
Governance That Accelerates
Frameworks that speed up approvals, not slow them down. Designed to work alongside your existing partners.
Enterprise-Proven Scale
Twenty years in multi-billion dollar environments. Thousands of locations. Millions of transactions.
Technical Depth
GenAI, Agentic AI, MLOps—not just strategy, but deep understanding of implementation realities.
Complementary Approach
No implementation services, no technology sales. Pure governance focus that works with your vendor ecosystem.