AI & Automation

How to Build a Financial Model for AI Pricing

Most AI operators discover their real cost structure after launch. This model maps your full token cost stack and stress-tests your pricing before the…

Mar 12 • Kyle Kelly

How to Understand, Price, and Package a Token-Based Offer

Most AI operators underestimate their real token cost by two to five times and discover it after launch. Here is the math that closes the gap before the…

Mar 9 • Kyle Kelly

How AI Is Finally Industrializing the Physical Economy

Software spent two decades eating the knowledge economy. The $50T physical economy was left behind. Motive's S-1 shows exactly how that changes.

Dec 24, 2025 • Kyle Kelly

Agentic Commerce Will Break the Ad Business

For two decades Google and Amazon built empires on the top of the search results page. AI buying agents bypass that layer entirely. The ad model does…

Nov 19, 2025 • Kyle Kelly

How Intuit Built a Dominant AI Platform Without Talking About It

While every company announced AI features, Intuit quietly built the infrastructure. One of the most powerful AI platforms in finance was assembled…

Oct 14, 2025 • Kyle Kelly

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