Gökhan MERCANOĞLU
Data First Roadmap: How to Build Data Quality, Ownership and Data Products in the Right Order
Companies that launch a data quality programme before defining ownership will repeat the same cleanup within six months. Here is the sequenced roadmap for all three pillars.Continue readingData...
Can You Be AI First Without AI Governance?
Speed-driven AI adoption without governance infrastructure is unsustainable. We examine why trust infrastructure is not a brake — but a precondition for scale.Continue readingCan You Be AI First...
The AI Pilot-Value Gap: Why 2024 Is the Year Proof Replaces Promise
Most 2024 generative AI pilots were filed as successful — yet few reached production. Closing the pilot-value gap is the real management task of this year.Continue readingThe AI...
Where RPA Goes Blind: How Generative AI Opens Up Unstructured Text to Automation
RPA follows rules but cannot read a customer email. Generative AI fills that gap — we examine both the real opportunity and the limits, from a Turkish SME...
What Does It Mean to Be an AI-First Company? It Starts With Decision Architecture, Not Tool Purchasing
Why do companies that buy AI tools end up more confused? Being AI-First is an organizational design question, not a technology budget question.Continue readingWhat Does It Mean to...
Why Generative AI Projects Fail
Generative AI pilots look impressive in demos but collapse in production. Unclear use cases, data unreadiness, and expectation mismanagement explain most failures.Continue readingWhy Generative AI Projects Fail
Can You Be AI First Without Being Data First?
ChatGPT excitement is real — but generative AI investment without data inventory, quality controls, and access architecture is building on sand.Continue readingCan You Be AI First Without Being...
The Human Factor in Digital Transformation: An Unchanged Mindset Cannot Carry a New System
Understanding why technology investments fail requires looking not at the software but at the habit structures of the people who are supposed to use it.Continue readingThe Human Factor...
RPA and AI: How Intelligent Document Processing Transforms Workflows
IDP is not just faster OCR. Even when document recognition works correctly, automation serves chaos if business rules are never written down.Continue readingRPA and AI: How Intelligent Document...