agencies, AI, marketing systems, productization, organizational structure, innovation speed, digital marketing

## Introduction

In the rapidly evolving landscape of digital marketing, the integration of artificial intelligence (AI) is no longer a futuristic aspiration but a present-day necessity. As companies scramble to harness the power of AI and marketing systems, a noticeable disparity has emerged: agencies are productizing these technologies at a significantly faster pace than large organi...