Education / Research & Learnings
What we’re learning, published openly.
We build agentic growth systems for real businesses, and the work generates findings. What holds up, what breaks, and what the math actually says. This library is where those learnings get published, with sources, so you can check the reasoning yourself.
Start here
The EBITDA math nobody runs before buying AI
How firm owners should price AI in profit terms. Revenue created, margin kept, the two-number test, and what to measure in the first 90 days.
How is AI actually changing agency economics?
The AI impact on agencies in owner terms. Where deliverable hours compress, how client expectations shift, and how an agency protects its margin.
How is AI reshaping brand loyalty?
How AI is reshaping brand loyalty for consumer brands. Assistant-mediated shopping, churn prediction, and the CRM moves owners should make this year.
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