Ozlem Tonbul | Blog

Technical insights on AI-driven decision systems, data analytics, SEO intelligence, and e-commerce growth strategies.

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How AI-Driven Decision Systems Are Transforming E-commerce Operations in 2026
AI & ML May 21, 2026

How AI-Driven Decision Systems Are Transforming E-commerce Operations in 2026

In 2026, e-commerce companies are no longer competing only with pricing or advertising budgets. They are competing with operational intelligence. The brands growing faster today...

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Predictive Analytics vs. Reactive Analytics: Which System Should You Build for E-Commerce?
AI & ML May 14, 2026

Predictive Analytics vs. Reactive Analytics: Which System Should You Build for E-Commerce?

Most e-commerce teams believe they have an analytics problem. They don’t. They have a decision system problem. They’re collecting data. They’re building dashboards. They’re running weekly reports....

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Why Dashboards Don’t Drive Decisions: How to Build Data-Driven Decision Systems for Business Growth
Decision Systems April 29, 2026

Why Dashboards Don’t Drive Decisions: How to Build Data-Driven Decision Systems for Business Growth

The Real Problem with Dashboards Today, many companies invest heavily in dashboards and reporting tools. They track key performance metrics such as revenue, CTR (Click-Through...

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Google Ads Budget Optimization Using Machine Learning: A Decision System Case Study
Decision Systems April 27, 2026

Google Ads Budget Optimization Using Machine Learning: A Decision System Case Study

How I built a data-driven system to predict performance and optimize budget allocation across campaigns Most marketing teams don’t struggle with data. They struggle with...

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