True AI readiness starts with how your internal organization functions, not what the customer sees. By shifting your skilled talent away from manual tasks, you unlock true content velocity and measurable ROI.
MERGE
May 21, 2026
Adobe Summit is often a celebration of vision. Or, more specifically, a future where generative AI agents manage entire campaigns in seconds and autonomous marketing ecosystems run without human intervention. But for the Marketing Operations (MOps) professional, there is a persistent gap between that flashy stage demo and the daily reality of their tech stack.
The pressure to do AI comes from every direction. However, the mistake most organizations make is starting with the output: they focus on how AI can write more copy or generate more images. But at MERGE, true AI readiness starts with how the internal organization functions, not what the customer sees.
Most MOps leaders are already challenged by managing a fragmented ecosystem where data is siloed and the standard operating rhythm is held together by spreadsheets and sheer effort. When you layer AI on top of a broken process, you don’t get innovation, you get faster garbage-in and faster garbage-out.
During our virtual session at Adobe Summit, Keir Bradshaw, EVP of Solutions at MERGE, sat down with Alex Piña, Director of Marketing Technology at Baptist Health, to discuss this exact challenge.
A core concept of our philosophy is the shift from Talent to Task. In the traditional model, highly skilled MOps talent spends a disproportionate amount of time on low-value, manual tasks.
At Baptist Health, they identified a specific manual process (reconciling unsubscribe lists) that was consuming 10 hours of staff time every single week. By utilizing a targeted AI application within their ecosystem, they collapsed those 10 hours into just 15 minutes.
This is AI-powered marketing in action: using technology to absorb the mundane, repetitive tasks so your talent can focus on higher value strategic work. And indeed, by centralizing their work in Adobe Workfront and normalizing their data, Baptist Health saw an 85% increase in content velocity.
To move toward true AI Readiness, you need an internal framework that supports it:
MOps leaders are uniquely positioned to be the primary architects of organizational transformation because they sit at the intersection of data, technology, and process. But the goal isn't to deploy AI for the sake of saying you did. Rather, you need to build a system where technology and human insight work side-by-side.
We have codified this approach into a practical guide for MOps leaders who are ready to lead this shift. Download our Strategic Blueprint for AI Readiness in Marketing Operations to learn how to audit your internal operations and build your own New Machine.
If you’re ready to build your AI roadmap, contact the MERGE team for a personalized AI Readiness Assessment. We will help you audit your people, processes, technology, and data to ensure your internal operations are ready for the future of marketing.
