The default agent platform captures the largest share. If agents replace the application layer, whoever owns the agent captures the margin that SaaS currently holds.
20-25% โ Data Infrastructure
Agents need clean, accessible data. The data layer becomes the most valuable layer in the stack. Picks and shovels for the agent era.
25-30% โ Self-Cannibalizers
SaaS incumbents that destroy their own per-seat model before competitors do. Market cap could be 4-10x in 5 years if they pivot successfully.
10-15% โ Enterprise Self-Build
The Klarna model. Companies building their own AI tools in-house. Real but narrow โ shipping v1 is 2% of the work, maintenance is 98%.
The Opportunity Is Larger Than the Destruction
The survivors who pivot from per-seat to per-outcome donโt just preserve revenue โ they capture the $6 trillion in white-collar services that was never software-addressable…
Real-World Examples
AdobeGoogleMicrosoftOraclePalantirSalesforce
Key Insight
30-40% โ AI Agent Platforms 20-25% โ Data Infrastructure 25-30% โ Self-Cannibalizers 10-15% โ Enterprise Self-Build The Opportunity Is Larger Than the Destruction 30-40% โ AI Agent Platforms The default agent platform captures the largest share.
The default agent platform captures the largest share. If agents replace the application layer, whoever owns the agent captures the margin that SaaS currently holds.
The survivors who pivot from per-seat to per-outcome don’t just preserve revenue โ they capture the $6 trillion in white-collar services that was never software-addressable before. The market that AI destroys is worth $2 trillion. The market it opens is worth three times more.
What is Where the $2 Trillion Flows โ The SaaS Destruction Map?
The value doesnโt disappear. It migrates. Four destinations capture the margin that currently sits in the SaaS market.
What are the 30-40% โ ai agent platforms?
The default agent platform captures the largest share. If agents replace the application layer, whoever owns the agent captures the margin that SaaS currently holds.
What is 20-25% โ Data Infrastructure?
Agents need clean, accessible data. The data layer becomes the most valuable layer in the stack. Picks and shovels for the agent era.
What are the 25-30% โ self-cannibalizers?
SaaS incumbents that destroy their own per-seat model before competitors do. Market cap could be 4-10x in 5 years if they pivot successfully.
What is 10-15% โ Enterprise Self-Build?
The Klarna model. Companies building their own AI tools in-house. Real but narrow โ shipping v1 is 2% of the work, maintenance is 98%.
What is the opportunity is larger than the destruction?
The survivors who pivot from per-seat to per-outcome donโt just preserve revenue โ they capture the $6 trillion in white-collar services that was never software-addressable before. The market that AI destroys is worth $2 trillion. The market it opens is worth three times more.
Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
