The SaaS Defense Playbook Crystallizes: Surviving Moats Are Proprietary Data + Workflow, Not UI + Features

The AI Corner·low signal

The emerging consensus across analysts — and incumbents' own messaging — is that the moats surviving the agent era are proprietary data and embedded workflow, not UI, features, or integrations, which agents replicate cheaply. Asana is explicitly betting that 15 years of accumulated work data gives its agents an edge a generic model can't match. The 2026 defensive playbook: turn data exhaust into the thing the agent can't get anywhere else, then meter the outcomes it produces.