{"license":"CC BY 4.0","attribution":"AI Dispatch — https://aidispatch.news","methodology":"https://aidispatch.news/methodology","generated_at":"2026-09-18T12:06:10.956Z","entity":{"name":"LangWatch","slug":"langwatch","type":"agent","subtype":"data analysis","developer":null,"homepage_url":"https://langwatch.ai/","summary":null,"url":"https://aidispatch.news/agents/langwatch/","published_at":"2026-08-01T22:58:10.457853+00:00","updated_at":"2026-08-21T12:14:19.149453+00:00"},"fields":[{"key":"goal_complexity","label":"Goal complexity","category":"agency","status":"present","value":"PM writes the goal Plain English. No code, no YAML. The brief is the spec.","not_yet_interpreted":true,"quote":"PM writes the goal Plain English. No code, no YAML. The brief is the spec.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"initiative","label":"Initiative","category":"agency","status":"present","value":"Langy turns a PM's goal into a full Scenario test plan, then turns the failures into pull requests.","not_yet_interpreted":true,"quote":"Langy turns a PM's goal into a full Scenario test plan, then turns the failures into pull requests.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"target_sectors","label":"Target sectors","category":"impact","status":"present","value":"Critical when you handle payments at scale.","not_yet_interpreted":true,"quote":"Critical when you handle payments at scale.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"deployment_options","label":"Deployment options","category":"practicality","status":"present","value":"Cloud, self-hosted, or hybrid. Self-hosted Docker, Kubernetes/Helm, or in your VPC Hybrid Data plane on your infra, control plane on ours Cloud Managed multi-tenant SaaS","not_yet_interpreted":true,"quote":"Cloud, self-hosted, or hybrid. Self-hosted Docker, Kubernetes/Helm, or in your VPC Hybrid Data plane on your infra, control plane on ours Cloud Managed multi-tenant SaaS","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"support_model","label":"Support model","category":"practicality","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"model_swappable","label":"Model swappable","category":"models","status":"present","value":"Works with every agent framework, no rewrite required.","not_yet_interpreted":true,"quote":"Works with every agent framework, no rewrite required.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"multi_agent","label":"Multi-agent","category":"ecosystem","status":"present","value":"Langy drafts the plan Picks the simulator, generates the scenarios, writes the JudgeAgent rubric.","not_yet_interpreted":true,"quote":"Langy drafts the plan Picks the simulator, generates the scenarios, writes the JudgeAgent rubric.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"environment","label":"Operating environment","category":"agency","status":"present","value":"Simulate real users Text and voice conversations from a simulated user that pushes your agent turn after turn, like the real world does.","not_yet_interpreted":true,"quote":"Simulate real users Text and voice conversations from a simulated user that pushes your agent turn after turn, like the real world does.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"deployment_scale","label":"Deployment scale","category":"impact","status":"present","value":"Trusted in production by AI agents are still tested by hand, breaking in production.","not_yet_interpreted":true,"quote":"Trusted in production by AI agents are still tested by hand, breaking in production.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"availability","label":"Availability","category":"practicality","status":"present","value":"start free in 5 minutes","not_yet_interpreted":true,"quote":"start free in 5 minutes","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"supported_regions","label":"Supported regions","category":"practicality","status":"present","value":"EU / US / UK / APAC","not_yet_interpreted":true,"quote":"EU / US / UK / APAC","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"model_provider","label":"Model provider","category":"models","status":"present","value":"Claude Code, Codex, opencode and more","not_yet_interpreted":true,"quote":"Claude Code, Codex, opencode and more","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"tool_use","label":"Tool use","category":"ecosystem","status":"present","value":"Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.","not_yet_interpreted":true,"quote":"Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"safety_policy","label":"Safety policy","category":"safety","status":"present","value":"GDPR Compliant EU data Residency","not_yet_interpreted":true,"quote":"GDPR Compliant EU data Residency","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"autonomy_level","label":"Autonomy level","category":"agency","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"action_space","label":"Action space","category":"agency","status":"present","value":"Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.","not_yet_interpreted":true,"quote":"Every tool call, skill, and MCP server is traced, and mockable or fixtured for deterministic runs.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"user_base","label":"User base","category":"impact","status":"present","value":"Trusted in production by AI agents are still tested by hand, breaking in production.","not_yet_interpreted":true,"quote":"Trusted in production by AI agents are still tested by hand, breaking in production.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"high_risk_domains","label":"High-risk domains","category":"impact","status":"present","value":"Critical when you handle payments at scale.","not_yet_interpreted":true,"quote":"Critical when you handle payments at scale.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"integrations","label":"Integrations","category":"practicality","status":"present","value":"OpenTelemetry native Full GenAI spec support, so your traces work with any framework and any OTel-compatible stack.","not_yet_interpreted":true,"quote":"OpenTelemetry native Full GenAI spec support, so your traces work with any framework and any OTel-compatible stack.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"base_models","label":"Base models","category":"models","status":"present","value":"Claude Code, Codex, opencode and more","not_yet_interpreted":true,"quote":"Claude Code, Codex, opencode and more","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"protocols_supported","label":"Protocols supported","category":"ecosystem","status":"present","value":"Every tool call, skill, and MCP server is traced","not_yet_interpreted":true,"quote":"Every tool call, skill, and MCP server is traced","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"api_access","label":"API access","category":"ecosystem","status":"present","value":"RBAC + REST APIs","not_yet_interpreted":true,"quote":"RBAC + REST APIs","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"safety_evaluations","label":"Safety evaluations","category":"safety","status":"present","value":"Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.","not_yet_interpreted":true,"quote":"Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"explainability","label":"Explainability","category":"assurance","status":"present","value":"The judge reads the whole trace like you would, expanding each step, so a verdict comes with the reasoning behind it.","not_yet_interpreted":true,"quote":"The judge reads the whole trace like you would, expanding each step, so a verdict comes with the reasoning behind it.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"permission_scopes","label":"Permission scopes","category":"assurance","status":"present","value":"RBAC + REST APIs SCIM + SSO","not_yet_interpreted":true,"quote":"RBAC + REST APIs SCIM + SSO","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"red_teaming","label":"Red teaming","category":"safety","status":"present","value":"Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.","not_yet_interpreted":true,"quote":"Red teaming Adversarial simulations probe for jailbreaks, policy breaks, and unsafe tool calls before your users find them.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"regulatory_alignment","label":"Regulatory alignment","category":"assurance","status":"present","value":"GDPR Compliant EU data Residency","not_yet_interpreted":true,"quote":"GDPR Compliant EU data Residency","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"data_handling","label":"Data handling","category":"safety","status":"present","value":"Custom retention policy","not_yet_interpreted":true,"quote":"Custom retention policy","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"audit_trail","label":"Audit trail","category":"assurance","status":"present","value":"Audit log → SIEM","not_yet_interpreted":true,"quote":"Audit log → SIEM","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"runtime_governance","label":"Runtime governance","category":"assurance","status":"present","value":"RBAC + REST APIs SCIM + SSO Cost-center attribution","not_yet_interpreted":true,"quote":"RBAC + REST APIs SCIM + SSO Cost-center attribution","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"eval_coverage","label":"Evaluation coverage","category":"assurance","status":"present","value":"Evaluate Score everything, from a single output to a whole conversation, offline and live in production.","not_yet_interpreted":true,"quote":"Evaluate Score everything, from a single output to a whole conversation, offline and live in production.","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"compliance_certs","label":"Compliance certifications","category":"assurance","status":"present","value":"ISO 27001 Certified GDPR Compliant EU data Residency Monitored by Vanta","not_yet_interpreted":true,"quote":"ISO 27001 Certified GDPR Compliant EU data Residency Monitored by Vanta","source_url":"https://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+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://langwatch.ai/","retrieved_at":"2026-08-01T22:54:29.192775+00:00","review":null,"superseded_quote":null},{"key":"self_reported_performance","label":"Self-reported performance","category":"assurance","status":"present","value":"Reports a median PM-to-PR time of 14 minutes using its workflow","not_yet_interpreted":false,"quote":"median PM-to-PR 14 minutes","source_url":"https://langwatch.ai/trust","retrieved_at":"2026-08-21T13:06:05.917822+00:00","review":null,"superseded_quote":null},{"key":"asset_custody","label":"Asset custody","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://langwatch.ai/trust","retrieved_at":"2026-08-21T13:06:05.917822+00:00","review":null,"superseded_quote":null},{"key":"own_liability_cover","label":"Own liability cover","category":"assurance","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://langwatch.ai/trust","retrieved_at":"2026-08-21T13:06:05.917822+00:00","review":null,"superseded_quote":null},{"key":"market_recognition","label":"Market recognition","category":"impact","status":"no_public_information","value":null,"not_yet_interpreted":false,"quote":null,"source_url":"https://langwatch.ai/trust","retrieved_at":"2026-08-21T13:06:05.917822+00:00","review":null,"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":"2026-08-01T22:58:10.364312+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":"2026-08-01T22:58:10.267801+00:00","superseded_scores":null,"rests_on_flagged_absence":null,"evidence_newer_than_judgement":null}]}