OCG Dubai
OCG-Dubai
Dubai skyline
OCG Dubai

OCG Dubai

Strategic Technology Consulting

About theFounder

Twenty years leading enterprise technology transformation in multi-billion dollar environments — not advising from a distance, but leading from within.

Only 15% of AI pilots reach production. The difference isn't technology — it's governance. I founded OCG-Dubai to be the governance layer that makes AI investments stick.

GD

Genco Divrikli

Founder & CEO, OCG-Dubai

Experience:20 Years Enterprise
Scale:Multi-Billion Dollar
Focus:AI Strategy & Governance
Status:Fully Independent

Enterprise Operations Leadership

2017-2025Dubai, UAE

Client Account Leadership

Logic Information Systems (Part of Accenture)

Led multi-year strategic partnership for major retail group
Managed enterprise digital transformation across 500+ stores
Delivered managed services excellence through automation and AIOps
Orchestrated multi-vendor ecosystem for technology delivery

Technical Depth

Generative AI, Agentic Systems, MLOps, and Governance—enterprise-proven technical expertise for AI transformation

Generative AI & Large Language Models

Architecture Design
Prompt Engineering
Enterprise Deployment Patterns
Legacy System Integration
LLM Operations

Agentic AI & Multi-Agent Systems

Autonomous Workflow Design
Orchestration Frameworks
Human-in-the-Loop Architectures
Agent Coordination
Multi-Agent System Design

Machine Learning Operations

Algorithm Selection
Model Lifecycle Management
Production ML Pipelines
MLOps Infrastructure
Model Monitoring & Governance

AI Governance & Risk

AI Governance Frameworks
Risk Assessment & Mitigation
Accountability Structures
Regulatory Alignment
Board-Level AI Readiness

Strategic Consulting

Technology Strategy & Assessment
Vendor Selection & RFP Excellence
Implementation Oversight & Governance
Digital Transformation Planning

Enterprise Leadership

Strategic Account Management
Budget & Resource Management
Cross-functional Team Leadership
Technology Innovation Management

Making Your AI Investments Stick

Your implementation partners are excellent at building. I focus on governance—the missing layer that turns pilots into production ROI.

Governance That Accelerates

Frameworks that speed up approvals, not slow them down. Designed to work alongside your existing partners—no replacement required.

Enterprise-Proven Scale

Twenty years leading transformation in multi-billion dollar environments. Thousands of locations. Millions of daily transactions. Multi-country regulatory complexity.

Technical Depth

Generative AI, Agentic AI Systems, MLOps, and Governance—not just strategic oversight, but deep technical understanding of implementation realities.

Complementary Approach

No implementation services, no technology sales. Pure governance focus that works with your vendor ecosystem to accelerate delivery.

How We Operate

AI-native operating model with production AI systems and proper governance from day one.

AI Agent Orchestration

Specialized AI agents coordinating research, analysis, and governance workflows.

Al-Mizan Platform

AI governance framework for compliance monitoring, risk assessment, and regulatory alignment.

GCC Retail AI Models

Demand forecasting models purpose-built for Ramadan, Eid, and regional seasonality patterns.

Ready to Turn AI Pilots Into Production?

Your implementation partners are excellent at building. I make sure it sticks—governance, risk frameworks, and board-level alignment that turns pilots into ROI.