{"license":"CC BY 4.0","attribution":"AI Dispatch — https://aidispatch.news","methodology":"https://aidispatch.news/methodology","generated_at":"2026-09-18T12:07:01.825Z","entity":{"name":"Bruin","slug":"bruin","type":"agent","subtype":"ai-research-agents","developer":null,"homepage_url":"https://getbruin.com","summary":null,"url":"https://aidispatch.news/agents/bruin/","published_at":"2026-08-01T18:59:24.592008+00:00","updated_at":"2026-08-28T12:18:21.205583+00:00"},"fields":[{"key":"autonomy_level","label":"Autonomy level","category":"agency","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"human_oversight","label":"Human oversight","category":"agency","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"goal_complexity","label":"Goal complexity","category":"agency","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"base_models","label":"Base models","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"model_provider","label":"Model provider","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"model_swappable","label":"Model swappable","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"open_weights","label":"Open weights","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"fine_tuning","label":"Fine-tuning","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"context_window","label":"Context window","category":"models","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"multi_agent","label":"Multi-agent","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"insurance_available","label":"Insurance available","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"initiative","label":"Initiative","category":"agency","status":"present","value":"Watches your data. Pauses, flags, fixes.","not_yet_interpreted":false,"quote":"ACTS Watches your data. Pauses, flags, fixes.","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"user_base","label":"User base","category":"impact","status":"present","value":"forward-thinking teams","not_yet_interpreted":false,"quote":"Trusted by forward-thinking teams","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"deployment_scale","label":"Deployment scale","category":"impact","status":"present","value":"Try for free → $100 credits + 50 AI tasks","not_yet_interpreted":true,"quote":"Try for free → $100 credits + 50 AI tasks","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"target_sectors","label":"Target sectors","category":"impact","status":"present","value":"forward-thinking teams","not_yet_interpreted":false,"quote":"Trusted by forward-thinking teams","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"price_point","label":"Price point","category":"practicality","status":"present","value":"$100 credits + 50 AI tasks","not_yet_interpreted":false,"quote":"Try for free → $100 credits + 50 AI tasks","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"availability","label":"Availability","category":"practicality","status":"present","value":"free trial","not_yet_interpreted":false,"quote":"Try for free → $100 credits + 50 AI tasks","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"supported_regions","label":"Supported regions","category":"practicality","status":"present","value":"GDPR compliant","not_yet_interpreted":true,"quote":"GDPR compliant","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"support_model","label":"Support model","category":"practicality","status":"present","value":"99.9% Uptime SLA 24/7 Monitoring","not_yet_interpreted":true,"quote":"99.9% Uptime SLA 24/7 Monitoring","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"tool_use","label":"Tool use","category":"ecosystem","status":"present","value":"answers, builds, and acts","not_yet_interpreted":false,"quote":"Bruin answers, builds, and acts across all of your data points.","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"coverage_limits","label":"Coverage limits","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"regulatory_alignment","label":"Regulatory alignment","category":"assurance","status":"present","value":"GDPR compliant","not_yet_interpreted":true,"quote":"GDPR compliant","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"audit_trail","label":"Audit trail","category":"assurance","status":"present","value":"Complete activity tracking","not_yet_interpreted":false,"quote":"Audit Logs Complete activity tracking","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"sla_terms","label":"SLA terms","category":"assurance","status":"present","value":"99.9% Uptime SLA 24/7 Monitoring","not_yet_interpreted":true,"quote":"99.9% Uptime SLA 24/7 Monitoring","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"explainability","label":"Explainability","category":"assurance","status":"present","value":"Cites the query, the source, the snapshot.","not_yet_interpreted":true,"quote":"Cites the query, the source, the snapshot.","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+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://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"runtime_governance","label":"Runtime governance","category":"assurance","status":"present","value":"Role-Based Access Granular permissions, scoped per channel and team","not_yet_interpreted":true,"quote":"Role-Based Access Granular permissions, scoped per channel and team","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"permission_scopes","label":"Permission scopes","category":"assurance","status":"present","value":"Role-Based Access Granular permissions, scoped per channel and team","not_yet_interpreted":true,"quote":"Role-Based Access Granular permissions, scoped per channel and team","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"action_space","label":"Action space","category":"agency","status":"present","value":"answers, builds, and acts","not_yet_interpreted":false,"quote":"Bruin answers, builds, and acts across all of your data points.","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"environment","label":"Operating environment","category":"agency","status":"present","value":"Slack, Microsoft Teams, Google Chat, WhatsApp, Discord, Telegram, email, and the browser (Bruin Cloud)","not_yet_interpreted":false,"quote":"Bruin lives in Slack, Microsoft Teams, Google Chat, WhatsApp, Discord, Telegram, email, and the browser (Bruin Cloud).","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"pricing_model","label":"Pricing model","category":"practicality","status":"present","value":"usage (credits + AI tasks)","not_yet_interpreted":false,"quote":"Try for free → $100 credits + 50 AI tasks","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"deployment_options","label":"Deployment options","category":"practicality","status":"present","value":"Self-host the whole stack, or layer the managed cloud on top","not_yet_interpreted":true,"quote":"Self-host the whole stack, or layer the managed cloud on top","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"integrations","label":"Integrations","category":"practicality","status":"present","value":"Stripe, HubSpot, Salesforce, Mixpanel, Intercom, Zendesk, Meta, Google Ads, TikTok, Adjust Analytics, Mailchimp, Notion, Asana, Linear, Airtable, Figma, Monday, Shopify, Twitch, Unity, Jira, GitLab, AppLovin, Snowflake, Postgres, Databricks, Redshift, MongoDB, ClickHouse, AWS, GitHub, Kafka, Peec AI, Reddit, LinkedIn","not_yet_interpreted":false,"quote":"Bruin connects to 1000s of data sources and turns them into answers, dashboards, briefs, alerts, and auto-fixes. Stripe HubSpot Salesforce Mixpanel Intercom Zendesk Meta Google Ads TikTok Adjust Analytics Mailchimp Notion Asana Linear Airtable Figma Monday Shopify Twitch Unity Jira GitLab AppLovin Snowflake Postgres Databricks Redshift MongoDB ClickHouse AWS GitHub Kafka Peec AI Reddit LinkedIn","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"api_access","label":"API access","category":"ecosystem","status":"present","value":"The Bruin CLI is MIT-licensed and runs anywhere you can run a binary","not_yet_interpreted":true,"quote":"The Bruin CLI is MIT-licensed and runs anywhere you can run a binary","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"data_handling","label":"Data handling","category":"safety","status":"present","value":"Your raw data is never used to train any model. The AI analyst reads schema, metadata, and quality state, generates SQL, and runs that SQL against your warehouse. Only the results needed to answer the question pass through, and all model calls go through enterprise LLM endpoints with no-training agreements.","not_yet_interpreted":true,"quote":"Your raw data is never used to train any model. The AI analyst reads schema, metadata, and quality state, generates SQL, and runs that SQL against your warehouse. Only the results needed to answer the question pass through, and all model calls go through enterprise LLM endpoints with no-training agreements.","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":null},{"key":"compliance_certs","label":"Compliance certifications","category":"assurance","status":"present","value":"SOC2 Type 2 certified","not_yet_interpreted":false,"quote":"SOC2 Type 2 certified with comprehensive security controls and audit capabilities.","source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":null,"superseded_quote":{"state":"not_in_latest_capture","confidence":"high","latest_capture_at":"2026-09-02T22:20:16.674379+00:00","detected_at":"2026-09-12T00:17:48.054054+00:00"}},{"key":"open_source","label":"Open source","category":"ecosystem","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://getbruin.com","retrieved_at":"2026-08-05T11:13:54.945388+00:00","review":{"state":"flagged","confidence":"high","reviewed_at":null,"detected_at":"2026-08-18T00:20:17.384326+00:00"},"superseded_quote":null}],"trust_gap_scores":[{"dimension":"runtime_governance","score":2,"rationale":"Scored from 2 evidenced field(s): runtime_governance, permission_scopes. Automated score; capped at 2 pending review.","rubric_version":"v1-auto","scored_by":"spark-verifier","judged":false,"scored_at":"2026-08-14T00:26:55.28609+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null},{"dimension":"audit_trail","score":1,"rationale":"Scored from 1 evidenced field(s): audit_trail. Automated score; capped at 2 pending review.","rubric_version":"v1-auto","scored_by":"spark-verifier","judged":false,"scored_at":"2026-08-14T00:26:55.28609+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null},{"dimension":"compliance","score":2,"rationale":"Scored from 2 evidenced field(s): compliance_certs, regulatory_alignment. Automated score; capped at 2 pending review.","rubric_version":"v1-auto","scored_by":"spark-verifier","judged":false,"scored_at":"2026-08-14T00:26:55.28609+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null}]}