Not all SaaS — as explored in the shift from SaaS to agentic service models — products will survive the AI transition — but which ones will? This interactive calculator evaluates your product across 6 critical dimensions: data moat strength, workflow complexity, switching costs, AI replaceability, network effects, and regulatory barriers.
Adjust the sliders below to see your survival probability across Horizon 1 (Scaffolding), Horizon 2 (Agent-Mediated), and Horizon 3 (Agent Economy).
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Read the full analysis on The Business Engineer









