AI-native means MCP servers, not chatbots

Many products add a chat widget and call it AI-native, but true AI-native design exposes domain operations as typed tools via the Model Context Protocol (MCP). MCP standardizes how agents discover and call actions like creating invoices or reconciling accounts. This shift from conversational UI to programmable interfaces enables unattended, state-changing work.