{"license":"CC BY 4.0","attribution":"AI Dispatch — https://aidispatch.news","methodology":"https://aidispatch.news/methodology","generated_at":"2026-10-04T13:43:19.988Z","entity":{"name":"Vouch","slug":"vouch","type":"vendor","subtype":"insurance","developer":"Vouch Insurance","homepage_url":"https://vouch.us/","summary":"Self-described insurance broker serving technology, healthcare and life sciences, professional services and financial services companies. Insurance services are provided by Vouch Specialty Insurance Services, LLC. Whether it places or underwrites AI-specific cover is not stated on the page checked.","description":"Self-described insurance broker serving technology, healthcare and life sciences, professional services and financial services companies. Insurance services are provided by Vouch Specialty Insurance Services, LLC. Whether it places or underwrites AI-specific cover is not stated on the page checked.","description_source":"summary","url":"https://aidispatch.news/vendors/vouch/","published_at":"2026-07-30T23:24:54.729792+00:00","updated_at":"2026-10-04T11:31:57.767892+00:00"},"fields":[{"key":"coverage_limits","label":"Coverage limits","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"insurance_available","label":"Insurance available","category":"assurance","status":"present","value":"Insurance services provided through Vouch Specialty Insurance Services, LLC","not_yet_interpreted":false,"quote":"Insurance services provided by Vouch Specialty Insurance Services, LLC.","source_url":"https://vouch.us/","retrieved_at":"2026-09-23T21:12:01.763398+00:00","review":null,"superseded_quote":null},{"key":"vendor_service_type","label":"Service type","category":"assurance","status":"present","value":"Self-described insurance broker","not_yet_interpreted":false,"quote":"The insurance broker for leaders","source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"vendor_regulatory_status","label":"Regulatory status","category":"assurance","status":"present","value":"Broker - the page self-describes as \"the insurance broker for leaders\". No license number, admitted status or regulator is published on the page checked.","not_yet_interpreted":false,"quote":"The insurance broker for leaders","source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"high_risk_domains","label":"High-risk domains","category":"impact","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":{"state":"flagged","confidence":"medium","reviewed_at":null,"detected_at":"2026-08-18T00:20:17.384326+00:00"},"superseded_quote":null},{"key":"documented_incidents","label":"Documented incidents","category":"impact","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"pricing_model","label":"Pricing model","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"price_point","label":"Price point","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"deployment_options","label":"Deployment options","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"integrations","label":"Integrations","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"protocols_supported","label":"Protocols supported","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"api_access","label":"API access","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"open_source","label":"Open source","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"marketplace_presence","label":"Marketplace presence","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"safety_evaluations","label":"Safety evaluations","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"red_teaming","label":"Red teaming","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"safety_policy","label":"Safety policy","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"usage_restrictions","label":"Usage restrictions","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"model_card","label":"Model or system card","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"third_party_evals","label":"Third-party evaluations","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"indemnification","label":"Indemnification","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"liability_cap","label":"Liability cap","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"audit_trail","label":"Audit trail","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"audit_trail_immutable","label":"Tamper-evident log","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"explainability","label":"Explainability","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"runtime_governance","label":"Runtime governance","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"user_base","label":"User base","category":"impact","status":"present","value":"6,000+ companies insured","not_yet_interpreted":false,"quote":"6 k + companies insured","source_url":"https://vouch.us/","retrieved_at":"2026-08-19T00:08:48.641119+00:00","review":null,"superseded_quote":null},{"key":"deployment_scale","label":"Deployment scale","category":"impact","status":"present","value":"6,000+ companies insured","not_yet_interpreted":false,"quote":"6 k + companies insured","source_url":"https://vouch.us/","retrieved_at":"2026-09-23T21:12:01.763398+00:00","review":null,"superseded_quote":null},{"key":"permission_scopes","label":"Permission scopes","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"compliance_certs","label":"Compliance certifications","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"regulatory_alignment","label":"Regulatory alignment","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"outcome_based_pricing","label":"Outcome-based pricing","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"settlement_mechanism","label":"Settlement mechanism","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"dispute_process","label":"Dispute process","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"sla_terms","label":"SLA terms","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"eval_coverage","label":"Evaluation coverage","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"vendor_backing","label":"Underwriting backing","category":"assurance","status":"present","value":"Page announces Hiscox is to acquire Corix, Vouch's underwriting division; the page does not state the deal has closed","not_yet_interpreted":false,"quote":"Hiscox to acquire Corix, the underwriting division of Vouch, bringing more coverage options to Vouch clients.","source_url":"https://vouch.us/","retrieved_at":"2026-08-19T00:08:48.641119+00:00","review":null,"superseded_quote":null},{"key":"vendor_client_types","label":"Client types","category":"assurance","status":"present","value":"Technology, healthcare & life sciences, professional services and financial services companies","not_yet_interpreted":false,"quote":"Trusted by 6,000+ companies in technology healthcare & life sciences professional services financial services","source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"data_handling","label":"Data handling","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"incident_reporting","label":"Incident reporting","category":"safety","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":null,"superseded_quote":null},{"key":"insurance_carriers","label":"Insurance carriers","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://vouch.us/","retrieved_at":"2026-07-31T21:25:47.162286+00:00","review":{"state":"flagged","confidence":"high","reviewed_at":null,"detected_at":"2026-08-26T00:14:44.922985+00:00"},"superseded_quote":null},{"key":"supported_regions","label":"Supported regions","category":"practicality","status":"present","value":"Product availability varies by state; the page does not state the full list of states or countries served","not_yet_interpreted":false,"quote":"Not all products available in all states.","source_url":"https://vouch.us/","retrieved_at":"2026-08-19T00:08:48.641119+00:00","review":null,"superseded_quote":null},{"key":"support_model","label":"Support model","category":"practicality","status":"present","value":"Claims advocacy team steps in early and advocates for the client","not_yet_interpreted":false,"quote":"We step in early, advocate fiercely, and help you move through it without losing momentum.","source_url":"https://vouch.us/","retrieved_at":"2026-09-23T21:12:01.763398+00:00","review":null,"superseded_quote":null},{"key":"target_sectors","label":"Target sectors","category":"impact","status":"present","value":"Serves technology, healthcare and life sciences, professional services, and financial services companies","not_yet_interpreted":false,"quote":"Trusted by 6,000+ companies in technology healthcare & life sciences professional services financial services","source_url":"https://vouch.us/","retrieved_at":"2026-09-23T21:12:01.763398+00:00","review":null,"superseded_quote":null},{"key":"availability","label":"Availability","category":"practicality","status":"present","value":"Vendor advertises \"81% same-day quoting\"; the page does not state what that share is of (policies, quotes or applications).","not_yet_interpreted":false,"quote":"81 % same-day quoting","source_url":"https://vouch.us/","retrieved_at":"2026-09-23T21:12:01.763398+00:00","review":null,"superseded_quote":null}],"trust_gap_scores":[{"dimension":"runtime_governance","score":0,"rationale":"No public evidence found. The page checked is brokerage marketing and describes no run-time controls.","rubric_version":"v1","scored_by":"fact-checker","judged":true,"scored_at":"2026-07-31T08:25:40.169267+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null},{"dimension":"audit_trail","score":0,"rationale":"No public evidence found on the page checked.","rubric_version":"v1","scored_by":"fact-checker","judged":true,"scored_at":"2026-07-31T08:25:40.169267+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null},{"dimension":"compliance","score":0,"rationale":"No public evidence found. The page references coverage that \"keeps pace with innovation and regulation\" but publishes no certification or compliance schedule.","rubric_version":"v1","scored_by":"fact-checker","judged":true,"scored_at":"2026-07-31T08:25:40.169267+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null},{"dimension":"outcome_settlement","score":0,"rationale":"No public evidence found. Brokerage compensation and any outcome-conditioned terms are not described on the page checked.","rubric_version":"v1","scored_by":"fact-checker","judged":true,"scored_at":"2026-07-31T08:25:40.169267+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null},{"dimension":"insurance_indemnity","score":1,"rationale":"Presents as a broker rather than an underwriter. Brokers place cover; the page checked does not state what AI-specific cover, if any, is available or on what terms.","rubric_version":"v1","scored_by":"fact-checker","judged":true,"scored_at":"2026-07-30T23:24:54.729792+00:00","superseded_scores":[{"score":1,"rationale":"Scored from 1 evidenced field(s): insurance_available. Automated score; capped at 2 pending review.","rubric_version":"v1-auto","scored_by":"spark-verifier","judged":false,"scored_at":"2026-09-25T08:00:00.138124+00:00"}],"rests_on_flagged_absence":["Insurance carriers"],"evidence_newer_than_judgement":{"fields":["Insurance available","Insurance carriers","Coverage limits","Indemnification"],"newest_capture_at":"2026-09-23T21:12:01.763398+00:00"}}]}