An AI-native business is one built with AI in every part of the company from day one, with its entire business model and value proposition designed around AI, rather than AI tools “bolted on” to existing processes. This post summarizes Harvard Business School Online's architecture guide: what AI-native really means, how it differs from “integrating AI into legacy systems,” and the four pillars of building an AI-native business.
A trillion dollars in market value wiped out, and “SaaSpocalypse” is Wall Street's new buzzword. But this SaaS doomsday story is three years late. From ChatGPT replacing single-function software in 2023 to the rise of MCP and workflows in 2025, AI's disruption of SaaS has long been underway. The real threat isn't a Claude Cowork plugin; it's AI rewriting how enterprise software is priced and valued, shifting from per-seat fees to paying for workflow outcomes. Platform SaaS won't die, but can AI prove it's worth the price?
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