MaatenAI Engineers

Insights

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Practical reading on AI, work and the data behind useful decisions. Explore the existing media library alongside our transformation approach.

From the Maaten library.

How agencies scale output without scaling headcount

The margin maths of agentic delivery, and how freed strategic time wins the next brief.

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The Case for Always-On Optimisation

Campaigns touched only in business hours leave money on the table every night. Here is what changes with 24/7 monitoring.

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Why Your Attribution Disagrees With Itself

Last-click, view-through, and MMM each tell a different story. Here is how to get one number you can defend.

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Build vs buy: the real cost of your in-house martech stack

Assembling point tools and headcount looks cheaper until you add up what it actually costs to make them work together.

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Creative fatigue is a data problem, not a taste problem

When your ads stop working, instinct says refresh the creative. Data says you should have seen it coming three weeks ago.

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A cross-channel data lake is your most durable marketing asset

Why owning unified, structured campaign data compounds into a competitive moat that no vendor can replicate.

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Reporting should be a conversation, not a Monday-morning chore

How chat-based reporting on reconciled data replaces static dashboards with answers you actually trust.

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The agency model has barely changed in 100 years. That's ending.

The agency model has run on the same economics for a century. AI is rewriting them. Here's the fork every agency now faces, and why the window to get ahead of it is open right now.

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UTMs: The Unglamorous Foundation of Good Marketing Data

Inconsistent UTM tagging is the single most common reason marketing data becomes untrustworthy. Here is how to fix it.

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What an AI marketing agent actually does all day

Inside the monitor-propose-approve-execute loop that keeps paid media running around the clock.

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Where Paid Media Budgets Actually Leak

Most wasted ad spend hides in plain sight. Here is where to look and what to do about it.

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