Why AI Agents Can Beat the Incumbents

AI-native startups can beat incumbents by owning end-to-end work outside the system of record, not just adding a model on top.

• End-to-end ownership is the moat: Lio argues incumbents own only the system of record (e.g., an 8K ERP price), while 90% of procurement work—500 emails, 20 Excel sheets, supplier pushback—happens outside it.
• Four-tier agent framework: Seema Amble's taxonomy (retrieval, process, policy, principal agents) shows incumbents mostly stuck at retrieval/process, while Lio spans into judgment-heavy principal agents.

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