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The AI Architect

How Marketing Leaders Use AI to Move Faster While Protecting What Matters

The Book

The AI Architect

How Marketing Leaders Use AI to Move Faster While Protecting What Matters

By Jason Kuperman

AI is collapsing marketing timelines from months to minutes across analytics, media, content, testing, and go-to-market. That speed is real, and it is now available to every competitor. The question for marketing leaders is no longer whether to adopt AI. It is what to compress, what to protect, and how to tell the difference before something valuable is lost.

The AI Architect gives CMOs, CEOs, and CROs a working method for that decision. It shows how to see where AI is already compressing your marketing stack, classify each compression as lossless or lossy, decide what you will not trade for speed, and turn those decisions into a plan you can pilot and scale.

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Inside the Book

Part I

The Compression

Why marketing cycles are collapsing now, the difference between lossless and lossy compression, and what gets squeezed out when leaders chase speed without understanding the trade.

Part II

The Method

Test your stack against the forces compressing it, classify each compression with seven tests, build your Protect List, and write a one-page Trade-Off Matrix your CFO can fund.

Part III

Proof and Scale

Run a contained pilot with dual metrics, review what it gained and what it cost, and scale only what held up.

Free Worksheets from the Book

Three worksheets from the book, ready to print and use with your team.

  • Free PDF

    Protect List Worksheet

    The 15 assets to check before you compress a workflow, plus space for your own. 2 pages.

    Download PDF →
  • Free PDF

    Compression Tests Worksheet

    Run one compression through the seven tests and read the result. 2 pages.

    Download PDF →
  • Free PDF

    Trade-Off Matrix Template

    Turn your findings into a one-page plan your CFO can fund. 1 page, landscape.

    Download PDF →

Workshop

Bring This to Your Leadership Team

The Protect List Workshop is a half-day session where your leadership team works through these three worksheets on your own business.

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Put the Ideas to Work

From the page into practice.

For brands

Fractional CMO leadership and the 72-hour Refactor Sprint.

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For agencies

Stand up an AEO/GEO practice your agency can sell.

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Self-serve tools

The AI-powered GTM tools used inside every engagement.

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About the Author

About the Author

Jason Kuperman is the founder of Kuperman Advisors, where he helps business and marketing leaders navigate marketing's Autonomous Age. He has spent 25 years at the intersection of technology and marketing, including building early digital work for Apple at TBWA\Chiat\Day, scaling Omnicom Group's digital operations across Asia-Pacific, and leading the GTM strategy for OUTFRONT Media's 15-year MTA digital transformation.

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