{"book_asymmetry_distribution":[],"carrier_id":null,"cross_platform_entries":[],"disclaimer":"Anonymized behavioral signals \u2014 not filed loss development. For actuarial correlation study with carrier loss triangles.","entry_count":0,"generated_at":"2026-08-11T03:27:58.968019Z","insurance_lines":["E&O","Cyber","Sector liability"],"schema_version":"velaru-galactic-actuarial-1.0","tam_note":"Global Tax Preparation AI market","vertical_key":"tax_prep_ai","vertical_name":"Tax Preparation AI"}