OCG Dubai
Strategic Technology Consulting
About theFounder
I've spent twenty years inside enterprise technology transformation—not advising from a distance, but leading from within.
Complex operations. Multi-billion dollar revenue environments. Situations where getting the architecture wrong doesn't just cost money—it disrupts millions of customer interactions and erodes competitive advantage.
In 2025, I made a deliberate choice to focus entirely on AI governance and strategic advisory. Not because the implementation work stopped being interesting—because I could see what was coming.
Organizations are deploying AI at scale, but only 15% of 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.
Genco Divrikli
Founder & CEO, OCG-Dubai
Enterprise Operations Leadership
Senior technology positions in organizations where operational excellence is existential—where system failures translate directly to revenue loss, customer defection, and competitive disadvantage.
Client Account Leadership
Logic Information Systems (Part of Accenture)
Led strategic account management for major retail group digital transformation initiative. Played a key role alongside multiple vendors in one of MENA's largest retail technology transformations.
Strategic Account Management
Managing strategic partnership for a major retail group's digital transformation, delivering managed services and operational excellence through automation and AIOps.
Technical Depth
Generative AI, Agentic Systems, MLOps, and Governance—enterprise-proven technical expertise for AI transformation
Generative AI & Large Language Models
Agentic AI & Multi-Agent Systems
Machine Learning Operations
AI Governance & Risk
Strategic Consulting
Enterprise Leadership
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
OCG Dubai runs on an AI-native operating model. Our internal AI agent tooling handles research, content creation, market analysis, and governance monitoring — enabling enterprise-grade output from a focused, senior team.
We practice what we preach: building and running production AI systems with proper governance from day one.
Our Technology Stack
AI Agent Orchestration
Specialized AI agents coordinating research, analysis, content, and governance workflows.
Al-Mizan Platform
AI governance framework providing compliance monitoring, risk assessment, and regulatory alignment.
GCC Retail AI Models
Demand forecasting models purpose-built for Ramadan, Eid, and regional seasonality patterns.
Agentic Commerce Suite
15+ GCC-specialized APIs for retail operations, inventory intelligence, and customer analytics.